A curated list of my GitHub stars! Generated by stargazed
- Agda (1)
- Astro (1)
- Awk (1)
- Batchfile (4)
- Blade (1)
- C (89)
- C# (29)
- C++ (195)
- CMake (2)
- CSS (29)
- Clojure (4)
- CoffeeScript (3)
- Common Lisp (4)
- Coq (2)
- Cuda (8)
- Cython (3)
- D (1)
- Dockerfile (6)
- Elixir (2)
- Elm (1)
- Emacs Lisp (5)
- Fennel (1)
- Fortran (4)
- GAMS (1)
- GAP (1)
- GLSL (3)
- Go (102)
- Groff (1)
- Groovy (1)
- HCL (1)
- HTML (122)
- Haskell (18)
- JSON (1)
- Java (29)
- JavaScript (176)
- Jinja (1)
- Julia (27)
- Jupyter Notebook (399)
- Just (1)
- Kotlin (4)
- LLVM (1)
- Lean (2)
- Lua (9)
- M4 (1)
- MATLAB (61)
- MDX (3)
- Makefile (1)
- Markdown (6)
- Matlab (5)
- Meson (1)
- NSIS (1)
- Nextflow (1)
- Nim (3)
- Nunjucks (1)
- OCaml (4)
- OpenQASM (2)
- OpenSCAD (3)
- Others (399)
- PHP (9)
- POV-Ray SDL (1)
- Pascal (1)
- Perl (5)
- PostScript (2)
- PowerShell (5)
- Prolog (1)
- Pug (1)
- Python (1507)
- Q# (1)
- QML (1)
- R (68)
- Red (1)
- Ren'Py (1)
- Roff (1)
- Ruby (15)
- Rust (91)
- SCSS (8)
- Scala (2)
- Scheme (1)
- ShaderLab (1)
- Shell (73)
- Starlark (1)
- Svelte (3)
- SystemVerilog (2)
- TLA (1)
- TeX (70)
- TypeScript (123)
- VBA (2)
- Vim Script (3)
- Vim script (2)
- VimL (1)
- Visual Basic (1)
- Visual Basic .NET (1)
- Vue (8)
- XSLT (2)
- Zig (1)
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | HoTT-UF-Agda-Lecture-Notes | Lecture notes on univalent foundations of mathematics with Agda | martinescardo | 219 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | youmightnotneedjquery | HubSpot | 14200 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | ready-made-twitter-searches | prefabricated twitter searches for civil society purposes | alecmuffett | 42 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | MediaCreationTool.bat | Universal MCT wrapper script for all Windows 10/11 versions from 1507 to 21H2! | AveYo | 9000 |
| 2 | Adobe-Debloater | Adobe Deloater | FlickyOs | 110 |
| 3 | LxgwWenKai | An open-source Chinese font derived from Fontworks' Klee One. 一款开源中文字体，基于 FONTWORKS 出品字体 Klee One 衍生。 | lxgw | 18221 |
| 4 | APTSimulator | A toolset to make a system look as if it was the victim of an APT attack | NextronSystems | 2472 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | grocy | ERP beyond your fridge - Grocy is a web-based self-hosted groceries & household management solution for your home | grocy | 6898 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | gmt | The Generic Mapping Tools | GenericMappingTools | 863 |
| 2 | cubnm | A toolbox for biophysical network modeling on GPUs | amnsbr | 10 |
| 3 | qAverageColor | SIMD accelerated method to get the average color of an RGBA8 image | Wunkolo | 49 |
| 4 | entr | Run arbitrary commands when files change | eradman | 4634 |
| 5 | the-art-of-debugging | The Art of Debugging | stas00 | 815 |
| 6 | austin | Python frame stack sampler for CPython | P403n1x87 | 1921 |
| 7 | chsrc | chsrc 全平台通用换源工具与框架. Change Source everywhere for every software | RubyMetric | 4069 |
| 8 | bytehound | A memory profiler for Linux. | koute | 4506 |
| 9 | wuffs | Wrangling Untrusted File Formats Safely | 4183 | |
| 10 | sioyek | Sioyek is a PDF viewer with a focus on textbooks and research papers | ahrm | 7196 |
| 11 | unleashed-firmware | Flipper Zero Unleashed Firmware | DarkFlippers | 17640 |
| 12 | deskhop | Fast Desktop Switching Device | hrvach | 6248 |
| 13 | SimSIMD | Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, and bit vectors using SIMD for both AVX2, AVX-512, NEON, SVE, & SVE2 📐 | ashvardanian | 994 |
| 14 | fsearch | A fast file search utility for Unix-like systems based on GTK3 | cboxdoerfer | 3355 |
| 15 | multiply_test | Comparing 6502 multiply routines | TobyLobster | 137 |
| 16 | how-to-optimize-gemm | flame | 1761 | |
| 17 | jq | Command-line JSON processor | jqlang | 30612 |
| 18 | sshfs | A network filesystem client to connect to SSH servers | deadbeefsociety | 592 |
| 19 | PSBits | Simple (relatively) things allowing you to dig a bit deeper than usual. | gtworek | 3213 |
| 20 | no-more-secrets | A command line tool that recreates the famous data decryption effect seen in the 1992 movie Sneakers. | bartobri | 7543 |
| 21 | endlessh | SSH tarpit that slowly sends an endless banner | skeeto | 7324 |
| 22 | randomgen | Numpy-compatible bit generators and add some random variate distributions missing from NumPy. | bashtage | 111 |
| 23 | progress | Linux tool to show progress for cp, mv, dd, ... (formerly known as cv) | Xfennec | 8571 |
| 24 | ttyd | Share your terminal over the web | tsl0922 | 8196 |
| 25 | f3 | F3 - Fight Flash Fraud | AltraMayor | 2561 |
| 26 | ExplorerPatcher | This project aims to enhance the working environment on Windows | valinet | 24944 |
| 27 | simplewall | Simple tool to configure Windows Filtering Platform (WFP) which can configure network activity on your computer. | henrypp | 6344 |
| 28 | yabai | A tiling window manager for macOS based on binary space partitioning | koekeishiya | 24110 |
| 29 | bspwm | A tiling window manager based on binary space partitioning | baskerville | 7794 |
| 30 | pngquant | Lossy PNG compressor — pngquant command based on libimagequant library | kornelski | 5241 |
| 31 | open-gpu-kernel-modules | NVIDIA Linux open GPU kernel module source | NVIDIA | 15234 |
| 32 | mtr | Official repository for mtr, a network diagnostic tool | traviscross | 2707 |
| 33 | unicorn | Unicorn CPU emulator framework (ARM, AArch64, M68K, Mips, Sparc, PowerPC, RiscV, S390x, TriCore, X86) | unicorn-engine | 7660 |
| 34 | chibicc | A small C compiler | rui314 | 9728 |
| 35 | markov | Materials for book: "Markov Chains for programmers" | czekster | 280 |
| 36 | mesh | a lightweight and versatile artificial neural network simulator | hbrouwer | 10 |
| 37 | pam-duress | A Pluggable Authentication Module (PAM) which allows the establishment of alternate passwords that can be used to perform actions to clear sensitive data, notify IT/Security staff, close off sensitive network connections, etc if a user is coerced into giving a threat actor a password. | nuvious | 1339 |
| 38 | the_silver_searcher | A code-searching tool similar to ack, but faster. | ggreer | 26197 |
| 39 | blis | BLAS-like Library Instantiation Software Framework | flame | 2320 |
| 40 | hpn-ssh | HPN-SSH based on OpenSSH | rapier1 | 331 |
| 41 | jit-tutorial | How to write a very simple JIT compiler | spencertipping | 1787 |
| 42 | AppleSiliconForNeuroimaging | Review the challenges and potential of ARM-based Apple Silicon macOS for brain imaging research | neurolabusc | 261 |
| 43 | masscan | TCP port scanner, spews SYN packets asynchronously, scanning entire Internet in under 5 minutes. | robertdavidgraham | 23736 |
| 44 | ustreamer | µStreamer - Lightweight and fast MJPEG-HTTP streamer | pikvm | 1729 |
| 45 | atop | System and process monitor for Linux | Atoptool | 813 |
| 46 | squashfs-tools | tools to create and extract Squashfs filesystems | plougher | 780 |
| 47 | flipperzero-firmware | Flipper Zero firmware source code | flipperdevices | 12950 |
| 48 | notcurses | blingful character graphics/TUI library. definitely not curses. | dankamongmen | 3627 |
| 49 | LookingGlass | An extremely low latency KVMFR (KVM FrameRelay) implementation for guests with VGA PCI Passthrough. | gnif | 4736 |
| 50 | darktable | darktable is an open source photography workflow application and raw developer | darktable-org | 9850 |
| 51 | rufus | The Reliable USB Formatting Utility | pbatard | 29385 |
| 52 | Ventoy | A new bootable USB solution. | ventoy | 63087 |
| 53 | fast-histogram | ⚡ Fast 1D and 2D histogram functions in Python ⚡ | astrofrog | 266 |
| 54 | nq | Unix command line queue utility | leahneukirchen | 2812 |
| 55 | darknet | Convolutional Neural Networks | pjreddie | 25862 |
| 56 | cosmopolitan | build-once run-anywhere c library | jart | 18433 |
| 57 | raylib | A simple and easy-to-use library to enjoy videogames programming | raysan5 | 22884 |
| 58 | bcc | BCC - Tools for BPF-based Linux IO analysis, networking, monitoring, and more | iovisor | 20608 |
| 59 | simde | Implementations of SIMD instruction sets for systems which don't natively support them. | simd-everywhere | 2411 |
| 60 | rnnoise | Recurrent neural network for audio noise reduction | xiph | 4138 |
| 61 | jpeg2png | silky smooth JPEG decoding | victorvde | 508 |
| 62 | darknet | YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet ) | AlexeyAB | 21782 |
| 63 | japronto | Screaming-fast Python 3.5+ HTTP toolkit integrated with pipelining HTTP server based on uvloop and picohttpparser. | squeaky-pl | 8613 |
| 64 | lab | A customisable 3D platform for agent-based AI research | google-deepmind | 7134 |
| 65 | simh | The Computer History Simulation Project | simh | 1674 |
| 66 | c4 | C in four functions | rswier | 9757 |
| 67 | immutables | A high-performance immutable mapping type for Python. | MagicStack | 1136 |
| 68 | seafile | High performance file syncing and sharing, with also Markdown WYSIWYG editing, Wiki, file label and other knowledge management features. | haiwen | 12406 |
| 69 | halmak | The final version of the AI designed keyboard layout | kaievns | 1073 |
| 70 | shadowsocksr-native | 翻墙 从容穿越党国敏感日 ShadowsocksR (SSRoT) native implementation for all platforms, GFW terminator | ShadowsocksR-Live | 2753 |
| 71 | logitech_unifier | A program to pair devices to a Logitech Unifying Receiver on Linux. | treeder | 355 |
| 72 | sshfs-win | SSHFS For Windows | winfsp | 5197 |
| 73 | grbl | An open source, embedded, high performance g-code-parser and CNC milling controller written in optimized C that will run on a straight Arduino | gnea | 4089 |
| 74 | cnm-code | Graph sampling algorithms from the paper 'Constraints and spandrels of interareal connectomes'. | mikarubi | 4 |
| 75 | betaflight | Open Source Flight Controller Firmware | betaflight | 8645 |
| 76 | SEAL | SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NeurIPS 2018 spotlight". | muhanzhang | 610 |
| 77 | os-tutorial | How to create an OS from scratch | cfenollosa | 27308 |
| 78 | nv | MultiMarkdown version of Notational Velocity with Markdown editing features and preview | ttscoff | 1776 |
| 79 | barrier | Open-source KVM software | debauchee | 27679 |
| 80 | touchstream | lightweight mouse/keyboard network sharing utility | buserror | 99 |
| 81 | retro | Retro Games in Gym | openai | 3413 |
| 82 | OpenSimpleLidar | Open Source scanning laser rangefinder | iliasam | 2390 |
| 83 | bitwise | Bitwise is an educational project where we create the software/hardware stack for a computer from scratch. | pervognsen | 5135 |
| 84 | InsecureProgramming | mirror of gera's insecure programming examples | http://community.coresecurity.com/~gera/InsecureProgramming/ | deadbits | 269 |
| 85 | system-bus-radio | Transmits AM radio on computers without radio transmitting hardware. | fulldecent | 6486 |
| 86 | 30dayMakeOS | 《30天自制操作系统》源码中文版。自己制作一个操作系统（OSASK）的过程 | yourtion | 5975 |
| 87 | netdata | Architected for speed. Automated for easy. Monitoring and troubleshooting, transformed! | netdata | 72187 |
| 88 | How-to-Make-a-Computer-Operating-System | How to Make a Computer Operating System in C++ | SamyPesse | 21468 |
| 89 | linux | Linux kernel source tree | torvalds | 183110 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | CSharpRepl | A command line C# REPL with syntax highlighting – explore the language, libraries and nuget packages interactively. | waf | 2945 |
| 2 | BenchmarkDotNet | Powerful .NET library for benchmarking | dotnet | 10584 |
| 3 | N_m3u8DL-RE | Cross-Platform, modern and powerful stream downloader for MPD/M3U8/ISM. English/简体中文/繁體中文. | nilaoda | 4694 |
| 4 | ArchiSteamFarm | C# application with primary purpose of farming Steam cards from multiple accounts simultaneously. | JustArchiNET | 11267 |
| 5 | QuestPDF | QuestPDF is a modern open-source .NET library for PDF document generation. Offering comprehensive layout engine powered by concise and discoverable C# Fluent API. Easily generate PDF reports, invoices, exports, etc. | QuestPDF | 12052 |
| 6 | wumgr | Windows update managemetn tool for windows 10 | DavidXanatos | 1437 |
| 7 | PSReadLine | A bash inspired readline implementation for PowerShell | PowerShell | 3760 |
| 8 | MarkovJunior | Probabilistic language based on pattern matching and constraint propagation, 153 examples | mxgmn | 7523 |
| 9 | SymSpell | SymSpell: 1 million times faster spelling correction & fuzzy search through Symmetric Delete spelling correction algorithm | wolfgarbe | 3153 |
| 10 | P | The P programming language. | p-org | 3046 |
| 11 | Lottie-Windows | Lottie-Windows is a library (and related tools) for rendering Lottie animations on Windows 10 and Windows 11. | CommunityToolkit | 635 |
| 12 | SteamTools | 🛠「Watt Toolkit」是一个开源跨平台的多功能 Steam 工具箱。 | BeyondDimension | 20394 |
| 13 | AspNetCoreDiagnosticScenarios | This repository has examples of broken patterns in ASP.NET Core applications | davidfowl | 8082 |
| 14 | N_m3u8DL-CLI | [.NET] m3u8 downloader 开源的命令行m3u8/HLS/dash下载器，支持普通AES-128-CBC解密，多线程，自定义请求头等. 支持简体中文,繁体中文和英文. English Supported. | nilaoda | 14434 |
| 15 | wincompose | 🔣 Compose Key for Windows | samhocevar | 2628 |
| 16 | dnGrep | Graphical GREP tool for Windows | dnGrep | 1535 |
| 17 | Bulk-Crap-Uninstaller | Remove large amounts of unwanted applications quickly. | Klocman | 12411 |
| 18 | EarTrumpet | EarTrumpet - Volume Control for Windows | File-New-Project | 9028 |
| 19 | Pepper-s-Cone-Unity | Pepper's Cone | roxanneluo | 180 |
| 20 | LibgenDesktop | libgenapps | 1826 | |
| 21 | PowerToys | Windows system utilities to maximize productivity | microsoft | 111624 |
| 22 | MathUtilities | A collection of some of the neat math and physics tricks that I've collected over the last few years. | zalo | 4290 |
| 23 | OpenRA | Open Source real-time strategy game engine for early Westwood games such as Command & Conquer: Red Alert written in C# using SDL and OpenGL. Runs on Windows, Linux, *BSD and Mac OS X. | OpenRA | 14777 |
| 24 | ShareX | ShareX is a free and open source program that lets you capture or record any area of your screen and share it with a single press of a key. It also allows uploading images, text or other types of files to many supported destinations you can choose from. | ShareX | 29818 |
| 25 | Cosmos | Cosmos is an operating system "construction kit". Build your own OS using managed languages such as C#, VB.NET, and more! | CosmosOS | 2943 |
| 26 | ScreenToGif | 🎬 ScreenToGif allows you to record a selected area of your screen, edit and save it as a gif or video. | NickeManarin | 23955 |
| 27 | shadowsocks-windows | A C# port of shadowsocks | shadowsocks | 58481 |
| 28 | roslyn | The Roslyn .NET compiler provides C# and Visual Basic languages with rich code analysis APIs. | dotnet | 19096 |
| 29 | WaveFunctionCollapse | Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics | mxgmn | 23391 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | bnm_cuda | Biophysical network modeling of the brain | amnsbr | 3 |
| 2 | duckdb | DuckDB is an analytical in-process SQL database management system | duckdb | 24509 |
| 3 | abseil-cpp | Abseil Common Libraries (C++) | abseil | 15081 |
| 4 | tracy | Frame profiler | wolfpld | 10225 |
| 5 | enoki | Enoki: structured vectorization and differentiation on modern processor architectures | mitsuba-renderer | 1261 |
| 6 | fcpw | fast distance and ray intersection queries | rohan-sawhney | 302 |
| 7 | rr | Record and Replay Framework | rr-debugger | 9197 |
| 8 | dataloader | High-performance tokenized language data-loader for Python C++ extension | catid | 12 |
| 9 | ugrep | NEW ugrep 7.1: a more powerful, ultra fast, user-friendly, compatible grep. Includes a TUI, Google-like Boolean search with AND/OR/NOT, fuzzy search, hexdumps, searches (nested) archives (zip, 7z, tar, pax, cpio), compressed files (gz, Z, bz2, lzma, xz, lz4, zstd, brotli), pdfs, docs, and more | Genivia | 2660 |
| 10 | ELIZA | A Simulation in C++ of Joseph Weizenbaum’s 1966 ELIZA | anthay | 39 |
| 11 | symforce | Fast symbolic computation, code generation, and nonlinear optimization for robotics | symforce-org | 1442 |
| 12 | vpinball | Visual Pinball | vpinball | 571 |
| 13 | vapoursynth | A video processing framework with simplicity in mind | vapoursynth | 1681 |
| 14 | Hook | a graphical C/C++ runtime editor | abolinsky | 186 |
| 15 | ParlayANN | A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such algorithms. | cmuparlay | 119 |
| 16 | point-cloud-utils | An easy-to-use Python library for processing and manipulating 3D point clouds and meshes. | fwilliams | 1337 |
| 17 | spectra | A header-only C++ library for large scale eigenvalue problems | yixuan | 751 |
| 18 | RSpectra | R Interface to the Spectra Library for Large Scale Eigenvalue and SVD Problems | yixuan | 80 |
| 19 | NGT | Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data | yahoojapan | 1260 |
| 20 | nanobind | nanobind: tiny and efficient C++/Python bindings | wjakob | 2375 |
| 21 | OpenCat | An open source quadruped robot pet framework for developing Boston Dynamics-style four-legged robots that are perfect for STEM, coding & robotics education, IoT robotics applications, AI-enhanced robotics application services, research, and DIY robotics kit development. | PetoiCamp | 3626 |
| 22 | Hypersomnia | Multiplayer top-down shooter made from scratch in C++. Play in your Browser! https://hypersomnia.io Made in 🇵🇱 | TeamHypersomnia | 1175 |
| 23 | zeal | Offline documentation browser inspired by Dash | zealdocs | 11523 |
| 24 | spdlog | Fast C++ logging library. | gabime | 24470 |
| 25 | PyGenStability | PyGenStability: Multiscale community detection with generalized Markov Stability | barahona-research-group | 33 |
| 26 | fully-homomorphic-encryption | An FHE compiler for C++ | 3532 | |
| 27 | ImHex | 🔍 A Hex Editor for Reverse Engineers, Programmers and people who value their retinas when working at 3 AM. | WerWolv | 45201 |
| 28 | morton-nd | A header-only compile-time Morton encoding / decoding library for N dimensions. | morton-nd | 98 |
| 29 | cdc-file-transfer | Tools for synching and streaming files from Windows to Linux | 2971 | |
| 30 | lnav | Log file navigator | tstack | 8040 |
| 31 | freud | Powerful, efficient particle trajectory analysis in scientific Python. | glotzerlab | 280 |
| 32 | codon | A high-performance, zero-overhead, extensible Python compiler using LLVM | exaloop | 15170 |
| 33 | BetterNCM | NCM 软件插件管理器 | std-microblock | 7312 |
| 34 | tensorstore | Library for reading and writing large multi-dimensional arrays. | 1353 | |
| 35 | thrust | [ARCHIVED] The C++ parallel algorithms library. See https://github.com/NVIDIA/cccl | NVIDIA | 4925 |
| 36 | polybar | A fast and easy-to-use status bar | polybar | 14216 |
| 37 | pyg-lib | Low-Level Graph Neural Network Operators for PyG | pyg-team | 172 |
| 38 | CARLsim6 | CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models with a high degree of biological detail. | UCI-CARL | 43 |
| 39 | mosh | Mobile Shell | mobile-shell | 12694 |
| 40 | dwarfs | A fast high compression read-only file system for Linux, Windows and macOS | mhx | 2164 |
| 41 | raybender | Fast CPU rendering in Python using the Intel® Embree backend | cvg | 40 |
| 42 | modern-cmake-by-example | IPADS 实验室新人培训第二讲：CMake（2021.11.3） | stdrc | 618 |
| 43 | tuplex | Tuplex is a parallel big data processing framework that runs data science pipelines written in Python at the speed of compiled code. Tuplex has similar Python APIs to Apache Spark or Dask, but rather than invoking the Python interpreter, Tuplex generates optimized LLVM bytecode for the given pipeline and input data set. | tuplex | 809 |
| 44 | thread-pool | BS::thread_pool: a fast, lightweight, and easy-to-use C++17 thread pool library | bshoshany | 2221 |
| 45 | xournalpp | Xournal++ is a handwriting notetaking software with PDF annotation support. Written in C++ with GTK3, supporting Linux (e.g. Ubuntu, Debian, Arch, SUSE), macOS and Windows 10. Supports pen input from devices such as Wacom Tablets. | xournalpp | 11308 |
| 46 | projectm | projectM - Cross-platform Music Visualization Library. Open-source and Milkdrop-compatible. | projectM-visualizer | 3396 |
| 47 | kbd-audio | 🎤⌨️ Acoustic keyboard eavesdropping | ggerganov | 8549 |
| 48 | ros_face | maHidaka | 1311 | |
| 49 | RawTherapee | A powerful cross-platform raw photo processing program | Beep6581 | 2927 |
| 50 | taskflow | A General-purpose Task-parallel Programming System using Modern C++ | taskflow | 10280 |
| 51 | altWinDirStat | An unofficial modification of WinDirStat | ariccio | 623 |
| 52 | datatable | A Python package for manipulating 2-dimensional tabular data structures | h2oai | 1819 |
| 53 | tinyrenderer | A brief computer graphics / rendering course | ssloy | 20668 |
| 54 | arrow | Apache Arrow is the universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics | apache | 14639 |
| 55 | or-tools | Google's Operations Research tools: | 11295 | |
| 56 | kakoune | mawww's experiment for a better code editor | mawww | 9993 |
| 57 | xgboost | Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow | dmlc | 26333 |
| 58 | Rack | The virtual Eurorack studio | VCVRack | 4063 |
| 59 | pygeodesic | Python library to compute geodesic distance over a triangular based surface mesh | mhogg | 84 |
| 60 | PX4-Autopilot | PX4 Autopilot Software | PX4 | 8557 |
| 61 | course | 高性能并行编程与优化 - 课件 | parallel101 | 3758 |
| 62 | GraphicAlgorithm | 🐙 🐙图形学论文实现 | AngelMonica126 | 1453 |
| 63 | PyMeshLab | The open source mesh processing python library | cnr-isti-vclab | 789 |
| 64 | MatX | An efficient C++17 GPU numerical computing library with Python-like syntax | NVIDIA | 1220 |
| 65 | inviwo | Inviwo - Interactive Visualization Workshop | inviwo | 457 |
| 66 | DesignPattern | C++11全套设计模式-23种指针的用法(a full DesignPattern implement with c++11) | jaredtao | 939 |
| 67 | SpaceCadetPinball | Decompilation of 3D Pinball for Windows – Space Cadet | k4zmu2a | 3482 |
| 68 | implot | Immediate Mode Plotting | epezent | 4831 |
| 69 | libqalculate | Qalculate! library and CLI | Qalculate | 1888 |
| 70 | BlockTheSpot | Video, audio & banner adblock/skip for Spotify | mrpond | 10626 |
| 71 | BespokeSynth | Software modular synth | BespokeSynth | 4112 |
| 72 | workflow | C++ Parallel Computing and Asynchronous Networking Framework | sogou | 13157 |
| 73 | wslg | Enabling the Windows Subsystem for Linux to include support for Wayland and X server related scenarios | microsoft | 10257 |
| 74 | FractalCryptGUI | Free cross-platform deniable encryption cryptoarchiver | zorggomat | 394 |
| 75 | s3fs-fuse | FUSE-based file system backed by Amazon S3 | s3fs-fuse | 8695 |
| 76 | nethogs | Linux 'net top' tool | raboof | 3189 |
| 77 | LeetCode-Solutions | 🏋️ Python / Modern C++ Solutions of All 3358 LeetCode Problems (Weekly Update) | kamyu104 | 4738 |
| 78 | 50YearsOfRayTracing | 以历史的发展的眼光来看光线追踪技术，1968年至2018年重点论文相关算法复现。 | neil3d | 431 |
| 79 | triton | Development repository for the Triton language and compiler | triton-lang | 13481 |
| 80 | Proton | Compatibility tool for Steam Play based on Wine and additional components | ValveSoftware | 24578 |
| 81 | hdrview | A simple research-oriented image viewer with an emphasis on examining and comparing high-dynamic range (HDR) images, and including minimalistic editing and tonemapping capabilities. | wkjarosz | 295 |
| 82 | The-Powder-Toy | Written in C++ and using SDL, The Powder Toy is a desktop version of the classic 'falling sand' physics sandbox, it simulates air pressure and velocity as well as heat. | The-Powder-Toy | 4617 |
| 83 | OpenHD | OpenHD | OpenHD | 1964 |
| 84 | DistroAV | DistroAV (formerly OBS-NDI): NDI integration for OBS Studio | DistroAV | 3299 |
| 85 | Design-Patterns-in-Cpp17 | C++17 implementation of 23 GoF design patterns for zero memory leaks using smart pointers. | downdemo | 317 |
| 86 | Effective-Modern-Cpp | C++11/14/17 best practices for getting started quickly with modern C++. | downdemo | 251 |
| 87 | Cpp-Concurrency-in-Action-2ed | C++11/14/17/20 multithreading, involving operating system principles and concurrent programming technology. | downdemo | 2039 |
| 88 | Cpp-Templates-2ed | C++11/14/17/20 templates and generic programming, the most complex and difficult technical details of C++, indispensable in building infrastructure libraries. | downdemo | 1610 |
| 89 | genn | GeNN is a GPU-enhanced Neuronal Network simulation environment based on code generation for Nvidia CUDA. | genn-team | 233 |
| 90 | perspective | A data visualization and analytics component, especially well-suited for large and/or streaming datasets. | finos | 8553 |
| 91 | flashlight | A C++ standalone library for machine learning | flashlight | 5290 |
| 92 | slurm_showq | A modification to the slurm_showq code written by TACC. | fasrc | 43 |
| 93 | khiva | An open-source library of algorithms to analyse time series in GPU and CPU. | shapelets | 229 |
| 94 | 1earn | ffffffff0x 团队维护的安全知识框架,内容包括不仅限于 web安全、工控安全、取证、应急、蓝队设施部署、后渗透、Linux安全、各类靶机writup | ffffffff0x | 5350 |
| 95 | win3wm | A Tiling Window Manager for windows 10, Inspired by i3wm | McYoloSwagHam | 1059 |
| 96 | evoplex | Evoplex is a fast, robust and extensible platform for developing agent-based models and multi-agent systems on networks. It's available for Windows, Linux and macOS. | evoplex | 133 |
| 97 | treesheets | TreeSheets : Free Form Data Organizer (see strlen.com/treesheets) | aardappel | 2633 |
| 98 | Marlin | Marlin is an optimized firmware for RepRap 3D printers based on the Arduino platform. Many commercial 3D printers come with Marlin installed. Check with your vendor if you need source code for your specific machine. | MarlinFirmware | 16320 |
| 99 | DGtal | Digital Geometry Tools and Algorithm Library | DGtal-team | 370 |
| 100 | cutlass | CUDA Templates for Linear Algebra Subroutines | NVIDIA | 5695 |
| 101 | DearPyGui | Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies | hoffstadt | 13333 |
| 102 | annoy | Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk | spotify | 13274 |
| 103 | lab2d | A customisable 2D platform for agent-based AI research | google-deepmind | 422 |
| 104 | gtn | Automatic differentiation with weighted finite-state transducers. | facebookresearch | 454 |
| 105 | libcudacxx | [ARCHIVED] The C++ Standard Library for your entire system. See https://github.com/NVIDIA/cccl | NVIDIA | 2294 |
| 106 | ad-handbook | Automatic Differentiation Handbook | bob-carpenter | 145 |
| 107 | Relativty | An open source VR headset with SteamVR supports for $200 | relativty | 6647 |
| 108 | simdjson | Parsing gigabytes of JSON per second : used by Facebook/Meta Velox, the Node.js runtime, ClickHouse, WatermelonDB, Apache Doris, Milvus, StarRocks | simdjson | 19379 |
| 109 | OpenRCT2 | An open source re-implementation of RollerCoaster Tycoon 2 🎢 | OpenRCT2 | 13521 |
| 110 | fhe-toolkit-linux | IBM Fully Homomorphic Encryption Toolkit For Linux. This toolkit is a Linux based Docker container that demonstrates computing on encrypted data without decrypting it! The toolkit ships with two demos including a fully encrypted Machine Learning inference with a Neural Network and a Privacy-Preserving key-value search. | IBM | 1437 |
| 111 | HElib | HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Approximate Number CKKS scheme. HElib also includes optimizations for efficient homomorphic evaluation, focusing on effective use of ciphertext packing techniques and on the Gentry-Halevi-Smart optimizations. | homenc | 3155 |
| 112 | qulacs | Variational Quantum Circuit Simulator for Quantum Computation Research | qulacs | 425 |
| 113 | entt | Gaming meets modern C++ - a fast and reliable entity component system (ECS) and much more | skypjack | 10275 |
| 114 | CPP_Optimizations_Diary | Tips and tricks to optimize your C++ code | facontidavide | 1174 |
| 115 | ot_estimators | Implementations of several fast approximate algorithms for geometric optimal transport (OT) | ilyaraz | 118 |
| 116 | CPlusPlusThings | C++那些事 | Light-City | 39563 |
| 117 | EternalTerminal | Re-Connectable secure remote shell | MisterTea | 3029 |
| 118 | graph-learn | An Industrial Graph Neural Network Framework | alibaba | 1288 |
| 119 | bohrium | Automatic parallelization of Python/NumPy, C, and C++ codes on Linux and MacOSX | bh107 | 221 |
| 120 | darwin | Evolutionary Algorithms Framework | tlemo | 108 |
| 121 | gudhi-devel | The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimensional Geometry Understanding. | GUDHI | 259 |
| 122 | networkit | NetworKit is a growing open-source toolkit for large-scale network analysis. | networkit | 771 |
| 123 | typesense | Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences | typesense | 21256 |
| 124 | XSpotify | A modified Spotify client with DRM bypass. | meik97 | 1334 |
| 125 | cmder | Lovely console emulator package for Windows | cmderdev | 25956 |
| 126 | trojan | An unidentifiable mechanism that helps you bypass GFW. | trojan-gfw | 18958 |
| 127 | Z0FCourse_ReverseEngineering | Reverse engineering focusing on x64 Windows. | 0xZ0F | 5217 |
| 128 | vowpal_wabbit | Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning. | VowpalWabbit | 8488 |
| 129 | faiss | A library for efficient similarity search and clustering of dense vectors. | facebookresearch | 31584 |
| 130 | glChAoS.P | 3D GPUs Strange Attractors and Hypercomplex Fractals explorer - up to 256 Million particles in RealTime | BrutPitt | 806 |
| 131 | LeetCode | ✏️ LeetCode solutions in C++ 11 and Python3 | pezy | 3448 |
| 132 | PJON | PJON (Padded Jittering Operative Network) is an experimental, arduino-compatible, multi-master, multi-media network protocol. | gioblu | 2730 |
| 133 | taskwarrior | Taskwarrior - Command line Task Management | GothenburgBitFactory | 4472 |
| 134 | cvxpy | A Python-embedded modeling language for convex optimization problems. | cvxpy | 5481 |
| 135 | snap | Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library. | snap-stanford | 2194 |
| 136 | TensorRT | NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT. | NVIDIA | 10836 |
| 137 | h5cpp | C++ wrapper for the HDF5 C-library | ess-dmsc | 118 |
| 138 | GRAN | Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019 | lrjconan | 471 |
| 139 | DALI | A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications. | NVIDIA | 5163 |
| 140 | open_spiel | OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games. | google-deepmind | 4268 |
| 141 | QuEST | A multithreaded, distributed, GPU-accelerated simulator of quantum computers | QuEST-Kit | 401 |
| 142 | ZeroTierOne | A Smart Ethernet Switch for Earth | zerotier | 14577 |
| 143 | ihmehimmeli | 142 | ||
| 144 | graphvite | GraphVite: A General and High-performance Graph Embedding System | DeepGraphLearning | 1233 |
| 145 | Teach-Repeat-Replan | Teach-Repeat-Replan: A Complete and Robust System for Aggressive Flight in Complex Environments | HKUST-Aerial-Robotics | 960 |
| 146 | Algo_Ds_Notes | A comprehensive resource for learning and implementing algorithms and data structures. This repository includes detailed notes, complexity analysis, and code examples in C++, Java, Python, and more. Ideal for students, professionals, and those preparing for coding interviews. | jainaman224 | 2238 |
| 147 | fmt | A modern formatting library | fmtlib | 20842 |
| 148 | opentx | OpenTX custom firmware for Transmitters | opentx | 2074 |
| 149 | terminal | The new Windows Terminal and the original Windows console host, all in the same place! | microsoft | 95819 |
| 150 | GuiLite | ✔️The smallest header-only GUI library(4 KLOC) for all platforms | idea4good | 7404 |
| 151 | OTTO | Sampler, Sequencer, Multi-engine synth and effects - in a box! [WIP] | bitfieldaudio | 2635 |
| 152 | inspexel | the swiss army knife for dynamixel servo motors | gottliebtfreitag | 21 |
| 153 | taichi | Productive, portable, and performant GPU programming in Python. | taichi-dev | 25542 |
| 154 | 3d-game-shaders-for-beginners | 🎮 A step-by-step guide to implementing SSAO, depth of field, lighting, normal mapping, and more for your 3D game. | lettier | 17964 |
| 155 | Gamegirl | The retro console done right. | davidperrenoud | 109 |
| 156 | folly | An open-source C++ library developed and used at Facebook. | 28462 | |
| 157 | HighFive | HighFive - Header-only C++ HDF5 interface | BlueBrain | 691 |
| 158 | NumCpp | C++ implementation of the Python Numpy library | dpilger26 | 3583 |
| 159 | xtensor | C++ tensors with broadcasting and lazy computing | xtensor-stack | 3366 |
| 160 | cmake-project-template | This project is aimed at jump-starting a C/C++ project that can build libraries, binaries and have a working unit test suite. It uses CMake build system and is deliberately completely minimal. | kigster | 895 |
| 161 | mach2 | Windows Feature Control Multi-tool | riverar | 1106 |
| 162 | dionysus | Library for computing persistent homology | mrzv | 148 |
| 163 | jetson-inference | Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson. | dusty-nv | 7879 |
| 164 | avida | devosoft | 607 | |
| 165 | GAAS | GAAS is an open-source program designed for fully autonomous VTOL(a.k.a flying cars) and drones. GAAS stands for Generalized Autonomy Aviation System. | generalized-intelligence | 1939 |
| 166 | z3 | The Z3 Theorem Prover | Z3Prover | 10400 |
| 167 | box-convolutions | PyTorch code for the "Deep Neural Networks with Box Convolutions" paper | shrubb | 511 |
| 168 | newconformist | Conformally map the hyperbolic plane to arbitrary shapes. | zenorogue | 62 |
| 169 | lean3 | Lean Theorem Prover | leanprover | 2150 |
| 170 | Learning-OpenCV-3_examples | oreillymedia | 2264 | |
| 171 | CppTemplateTutorial | 中文的C++ Template的教学指南。与知名书籍C++ Templates不同，该系列教程将C++ Templates作为一门图灵完备的语言来讲授，以求帮助读者对Meta-Programming融会贯通。(正在施工中) | wuye9036 | 9638 |
| 172 | infomap | Multi-level network clustering based on the Map Equation | mapequation | 435 |
| 173 | ttk | TTK - Topological Data Analysis and Visualization - Source Code | topology-tool-kit | 422 |
| 174 | sqlitebrowser | Official home of the DB Browser for SQLite (DB4S) project. Previously known as "SQLite Database Browser" and "Database Browser for SQLite". Website at: | sqlitebrowser | 21389 |
| 175 | two | c++ toolkit for rapid development of live graphical apps and games | hugoam | 1675 |
| 176 | vnote | A pleasant note-taking platform in native C++. | vnotex | 11881 |
| 177 | aseprite | Animated sprite editor & pixel art tool (Windows, macOS, Linux) | aseprite | 29608 |
| 178 | modern-cpp-tutorial | 📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/ | changkun | 24122 |
| 179 | openpose | OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation | CMU-Perceptual-Computing-Lab | 31318 |
| 180 | sonic-pi | Code. Music. Live. | sonic-pi-net | 10842 |
| 181 | jack2 | jack2 codebase | jackaudio | 2220 |
| 182 | goldendict | A feature-rich dictionary lookup program, supporting multiple dictionary formats (StarDict/Babylon/Lingvo/Dictd) and online dictionaries, featuring perfect article rendering with the complete markup, illustrations and other content retained, and allowing you to type in words without any accents or correct case. | goldendict | 5973 |
| 183 | tinyfecVPN | A VPN Designed for Lossy Links, with Build-in Forward Error Correction(FEC) Support. Improves your Network Quality on a High-latency Lossy Link. | wangyu- | 2345 |
| 184 | algorithms | Algorithms & Data structures in C++. | xtaci | 5281 |
| 185 | cosmos | World's largest Contributor driven code dataset | Used in Quark Search Engine, @OpenGenus IQ, OpenGenus Visual Project | OpenGenus | 13580 |
| 186 | UDPspeeder | A Tunnel which Improves your Network Quality on a High-latency Lossy Link by using Forward Error Correction, possible for All Traffics(TCP/UDP/ICMP) | wangyu- | 4740 |
| 187 | tensorflow | An Open Source Machine Learning Framework for Everyone | tensorflow | 186501 |
| 188 | fooling | Code base for "Deep Neural Networks are Easily Fooled" CVPR 2015 paper | Evolving-AI-Lab | 172 |
| 189 | deskflow | Deskflow lets you share one mouse and keyboard between multiple computers on Windows, macOS and Linux. It's like a software KVM (but without video). | deskflow | 13279 |
| 190 | shadowsocks-qt5 | A cross-platform shadowsocks GUI client | shadowsocks | 7978 |
| 191 | deepmath | Experiments towards neural network theorem proving | tensorflow | 786 |
| 192 | tinyflow | Tutorial code on how to build your own Deep Learning System in 2k Lines | tqchen | 2002 |
| 193 | butteraugli | butteraugli estimates the psychovisual difference between two images | 1969 | |
| 194 | mactype | Better font rendering for Windows. | snowie2000 | 10145 |
| 195 | leetcode | LeetCode Problems' Solutions | haoel | 17648 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | ModernCppStarter | 🚀 Kick-start your C++! A template for modern C++ projects using CMake, CI, code coverage, clang-format, reproducible dependency management and much more. | TheLartians | 4495 |
| 2 | learning-cmake | learning cmake | Akagi201 | 3207 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | easings.net | Easing Functions Cheat Sheet | ai | 8077 |
| 2 | FlowmapBlue | Flow map visualization tool | FlowmapBlue | 336 |
| 3 | SmoothWAN | An OpenWrt flavor for internet bonding and seamless failover using Speedify with few extras. | SmoothWAN | 322 |
| 4 | ct | Let’s take a look inside your <head>… | csswizardry | 1880 |
| 5 | spicetify-themes | A community-driven collection of themes for customizing Spotify through Spicetify - https://github.com/spicetify/cli | spicetify | 5111 |
| 6 | personal-management-system | Your web application for managing personal data. [email protected] | Volmarg | 3202 |
| 7 | awesome-css-frameworks | List of awesome CSS frameworks in 2024 | troxler | 8056 |
| 8 | bearblog | Free, no-nonsense, super fast blogging. | HermanMartinus | 2791 |
| 9 | Terminus2049.github.io | No more 404 | Terminus2049 | 1780 |
| 10 | AwesomePerfCpp | A curated list of awesome C/C++ performance optimization resources: talks, articles, books, libraries, tools, sites, blogs. Inspired by awesome. | fenbf | 2382 |
| 11 | dlmonitor | zomux | 147 | |
| 12 | typora-misty-theme | Yet another elegant Typora theme designed with aesthetics in mind. | etigerstudio | 244 |
| 13 | css-animation-101 | Learn how to bring animation to your web projects | cssanimation | 5001 |
| 14 | Practical-Cryptography-for-Developers-Book | Practical Cryptography for Developers: Hashes, MAC, Key Derivation, DHKE, Symmetric and Asymmetric Ciphers, Public Key Cryptosystems, RSA, Elliptic Curves, ECC, secp256k1, ECDH, ECIES, Digital Signatures, ECDSA, EdDSA | nakov | 3481 |
| 15 | aRrgh | A newcomer's (angry) guide to data types in R | tdsmith | 306 |
| 16 | calver | 📅 The web's go-to resource for Calendar Versioning info. | mahmoud | 502 |
| 17 | ProgrammingFonts | This is a collection of programming fonts, just share this with the programmers. Now there are 108 kinds of fantastic fonts! | ProgrammingFonts | 2492 |
| 18 | hangzhou_house_knowledge | 2017年买房经历总结出来的买房购房知识分享给大家，希望对大家有所帮助。买房不易，且买且珍惜。Sharing the knowledge of buy an own house that according to the experience at hangzhou in 2017 to all the people. It's not easy to buy a own house, so I hope that it would be useful to everyone. | houshanren | 26718 |
| 19 | Infosec_Reference | An Information Security Reference That Doesn't Suck; https://rmusser.net/git/admin-2/Infosec_Reference for non-MS Git hosted version. | rmusser01 | 5583 |
| 20 | 0.30000000000000004 | Floating Point Math Examples | erikwiffin | 1445 |
| 21 | nerd-fonts | Iconic font aggregator, collection, & patcher. 3,600+ icons, 50+ patched fonts: Hack, Source Code Pro, more. Glyph collections: Font Awesome, Material Design Icons, Octicons, & more | ryanoasis | 54994 |
| 22 | instagram.css | Instagram.css - Complete set of Instagram filters in pure CSS | picturepan2 | 4017 |
| 23 | dist-prog-book | heathermiller | 3426 | |
| 24 | AlgoWiki | Repository which contains links and resources on different topics of Computer Science. | vicky002 | 4220 |
| 25 | HyperApp-Guide | HyperApp user's manual | waylybaye | 1558 |
| 26 | pySecurity | Python tutorials | smartFlash | 666 |
| 27 | thejsway | The JavaScript Way book | thejsway | 7886 |
| 28 | plt | Programming Language Theory λΠ | steshaw | 5237 |
| 29 | CppCoreGuidelines | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | isocpp | 42875 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | dactyl-manuform | abstracthat | 1437 | |
| 2 | logseq | A privacy-first, open-source platform for knowledge management and collaboration. Download link: http://github.com/logseq/logseq/releases. roadmap: http://trello.com/b/8txSM12G/roadmap | logseq | 33173 |
| 3 | athens | Athens is no longer maintainted. Athens was an open-source, collaborative knowledge graph, backed by YC W21 | athensresearch | 6307 |
| 4 | FiraCode | Free monospaced font with programming ligatures | tonsky | 77379 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | pivottable | Open-source Javascript Pivot Table (aka Pivot Grid, Pivot Chart, Cross-Tab) implementation with drag'n'drop. | nicolaskruchten | 4361 |
| 2 | bibviz | BibViz.com Website and Scripts | bibviz | 171 |
| 3 | mojs | The motion graphics toolbelt for the web | mojs | 18536 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | nyxt | Nyxt - the hacker's browser. | atlas-engineer | 9892 |
| 2 | qvm | The high-performance and featureful Quil simulator. | quil-lang | 415 |
| 3 | quilc | The optimizing Quil compiler. | quil-lang | 460 |
| 4 | snek | See https://github.com/inconvergent/weir instead | inconvergent | 744 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | UniMath | This coq library aims to formalize a substantial body of mathematics using the univalent point of view. | UniMath | 961 |
| 2 | Coq-HoTT | A Coq library for Homotopy Type Theory | HoTT | 1259 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | cuda-course | Infatoshi | 571 | |
| 2 | ThunderKittens | Tile primitives for speedy kernels | HazyResearch | 1665 |
| 3 | cuda-repo | From zero to hero CUDA for accelerating maths and machine learning on GPU. | HMUNACHI | 171 |
| 4 | zkDL | zkDL, an open source toolkit for zero-knowledge proofs of deep learning powered by CUDA | SafeAILab | 34 |
| 5 | cugraph | cuGraph - RAPIDS Graph Analytics Library | rapidsai | 1759 |
| 6 | GPUStreamlines | dipy | 9 | |
| 7 | OpenPH | Parallel reduction of boundary matrices for Persistent Homology with CUDA | rodrgo | 30 |
| 8 | deep-painterly-harmonization | Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189 | luanfujun | 6071 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | pyslurm | Python Interface to Slurm | PySlurm | 492 |
| 2 | AMICO | Accelerated Microstructure Imaging via Convex Optimization (AMICO) from diffusion MRI data | daducci | 105 |
| 3 | ta-lib-python | Python wrapper for TA-Lib (http://ta-lib.org/). | TA-Lib | 9772 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | onedrive | Free Client for OneDrive on Linux | skilion | 4005 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | fly-tailscale-exit | Run a VPN with global exit nodes with fly.io, tailscale and github! | patte | 1573 |
| 2 | qsiprep_build | Builds the dependencies for qsiprep | PennLINC | 2 |
| 3 | qc-book | ISMRM '22 QC Tutorial | nipreps | 10 |
| 4 | py3spark-docker-boilerplate | Minimal installation for working with Python3 & Spark via Docker | akki | 6 |
| 5 | dockerfiles | Various Dockerfiles I use on the desktop and on servers. | jessfraz | 13710 |
| 6 | neuroconda | Conda environment for neuroimaging analysis in python, R, etc | jooh | 22 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | farside | A smart redirecting gateway for various frontend services | benbusby | 774 |
| 2 | magnetissimo | Web application that indexes all popular torrent sites, and saves it to the local database. | sergiotapia | 3004 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | ascii-collab | A website for drawing ascii art with other people! | MartinSStewart | 33 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | djot | A light markup language | jgm | 1736 |
| 2 | org-modern | 🦄 Modern Org Style | minad | 1556 |
| 3 | emfy | A dark and sleek Emacs setup for general purpose editing and programming | susam | 941 |
| 4 | org-super-agenda | Supercharge your Org daily/weekly agenda by grouping items | alphapapa | 1373 |
| 5 | spacemacs | A community-driven Emacs distribution - The best editor is neither Emacs nor Vim, it's Emacs and Vim! | syl20bnr | 23709 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | leap.nvim | Neovim's answer to the mouse 🦘 | ggandor | 4403 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | libflame | High-performance object-based library for DLA computations | flame | 236 |
| 2 | prima | PRIMA is a package for solving general nonlinear optimization problems without using derivatives. It provides the reference implementation for Powell's derivative-free optimization methods, i.e., COBYLA, UOBYQA, NEWUOA, BOBYQA, and LINCOA. PRIMA means Reference Implementation for Powell's methods with Modernization and Amelioration, P for Powell. | libprima | 308 |
| 3 | WRF | The official repository for the Weather Research and Forecasting (WRF) model | wrf-model | 1262 |
| 4 | MITTENS | A Python library for Analytic Tractography | mattcieslak | 9 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | MAKRO | DREAM-DK | 1024 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | gap | Main development repository for GAP - Groups, Algorithms, Programming, a System for Computational Discrete Algebra | gap-system | 813 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | thebookofshaders | Step-by-step guide through the abstract and complex universe of Fragment Shaders. | patriciogonzalezvivo | 6072 |
| 2 | GPU-Pro-Books-Source-Code | 💿 Source Code Collection of Book <GPU Pro> 1~ 7 | 《GPU Pro》1~ 7 书本源代码珍藏 | QianMo | 662 |
| 3 | Hyperbolic-Honeycombs | Visualize 3d/4d hyperbolic honeycombs and Boyd-Maxwell sphere packings. | neozhaoliang | 246 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | sftpgo | Full-featured and highly configurable SFTP, HTTP/S, FTP/S and WebDAV server - S3, Google Cloud Storage, Azure Blob | drakkan | 9498 |
| 2 | numscript | Numscript is a Domain-Specific Language (DSL) designed to help you model complex financial transactions, replacing complex and error-prone custom code with easy-to-read, declarative scripts. | formancehq | 84 |
| 3 | eget | Easily install prebuilt binaries from GitHub. | zyedidia | 1044 |
| 4 | dasel | Select, put and delete data from JSON, TOML, YAML, XML and CSV files with a single tool. Supports conversion between formats and can be used as a Go package. | TomWright | 7181 |
| 5 | cortile | Linux auto tiling manager with hot corner support for Openbox, Fluxbox, IceWM, Xfwm, KWin, Marco, Muffin, Mutter and other EWMH compliant window managers using the X11 window system. Therefore, this project provides dynamic tiling for XFCE, LXDE, LXQt, KDE and GNOME (Mate, Deepin, Cinnamon, Budgie) based desktop environments. | leukipp | 612 |
| 6 | zrok | Geo-scale, next-generation peer-to-peer sharing platform built on top of OpenZiti. | openziti | 2707 |
| 7 | slackdump | Save or export your private and public Slack messages, threads, files, and users locally without admin privileges. | rusq | 1600 |
| 8 | sliver | Adversary Emulation Framework | BishopFox | 8573 |
| 9 | age | A simple, modern and secure encryption tool (and Go library) with small explicit keys, no config options, and UNIX-style composability. | FiloSottile | 17475 |
| 10 | speedbump | TCP proxy for simulating variable, yet predictable network latency 🌐⏳ | kffl | 1512 |
| 11 | walk | Terminal file manager | antonmedv | 3286 |
| 12 | photoprism | AI-Powered Photos App for the Decentralized Web 🌈💎✨ | photoprism | 35486 |
| 13 | letsblockit | Remove low-quality content and useless nags, focus on what matters. A community-maintained uBlock Origin filter set. | letsblockit | 790 |
| 14 | mediamtx | Ready-to-use SRT / WebRTC / RTSP / RTMP / LL-HLS media server and media proxy that allows to read, publish, proxy, record and playback video and audio streams. | bluenviron | 12413 |
| 15 | probe-cli | OONI Probe Engine and CLI | ooni | 238 |
| 16 | gost | GO Simple Tunnel - a simple tunnel written in golang | ginuerzh | 16053 |
| 17 | gost | GO Simple Tunnel - a simple tunnel written in golang | go-gost | 4353 |
| 18 | hysteria | Hysteria is a powerful, lightning fast and censorship resistant proxy. | apernet | 15119 |
| 19 | Xray-core | Xray, Penetrates Everything. Also the best v2ray-core, with XTLS support. Fully compatible configuration. | XTLS | 25733 |
| 20 | txqr | Transfer data via animated QR codes | divan | 2973 |
| 21 | cloudflared | Cloudflare Tunnel client (formerly Argo Tunnel) | cloudflare | 9355 |
| 22 | memos | An open-source, lightweight note-taking solution. The pain-less way to create your meaningful notes. Your Notes, Your Way. | usememos | 34467 |
| 23 | sampler | Tool for shell commands execution, visualization and alerting. Configured with a simple YAML file. | sqshq | 12703 |
| 24 | git-sizer | Compute various size metrics for a Git repository, flagging those that might cause problems | github | 3574 |
| 25 | katana | A next-generation crawling and spidering framework. | projectdiscovery | 12234 |
| 26 | vhs | Your CLI home video recorder 📼 | charmbracelet | 15305 |
| 27 | mutagen | Fast file synchronization and network forwarding for remote development | mutagen-io | 3468 |
| 28 | alist | 🗂️A file list/WebDAV program that supports multiple storages, powered by Gin and Solidjs. / 一个支持多存储的文件列表/WebDAV程序，使用 Gin 和 Solidjs。 | AlistGo | 44077 |
| 29 | oh-my-posh | The most customisable and low-latency cross platform/shell prompt renderer | JanDeDobbeleer | 17518 |
| 30 | lipgloss | Style definitions for nice terminal layouts 👄 | charmbracelet | 8208 |
| 31 | charm | The Charm Tool and Library 🌟 | charmbracelet | 2396 |
| 32 | devbox | Instant, easy, and predictable development environments | jetify-com | 8825 |
| 33 | gum | A tool for glamorous shell scripts 🎀 | charmbracelet | 18297 |
| 34 | kscan | Kscan是一款纯go开发的全方位扫描器，具备端口扫描、协议检测、指纹识别，暴力破解等功能。支持协议1200+，协议指纹10000+，应用指纹20000+，暴力破解协议10余种。 | lcvvvv | 3942 |
| 35 | aws-nuke | Nuke a whole AWS account and delete all its resources. | rebuy-de | 5763 |
| 36 | sake | 🤖 sake is a task runner for local and remote hosts | alajmo | 658 |
| 37 | nos | Module to Automatically maximize the utilization of GPU resources in a Kubernetes cluster through real-time dynamic partitioning and elastic quotas - Effortless optimization at its finest! | nebuly-ai | 632 |
| 38 | s5cmd | Parallel S3 and local filesystem execution tool. | peak | 2706 |
| 39 | transfer | 🍭 集合多个API的大文件传输工具. | Mikubill | 925 |
| 40 | glow | Render markdown on the CLI, with pizzazz! 💅🏻 | charmbracelet | 16414 |
| 41 | direnv | unclutter your .profile | direnv | 12614 |
| 42 | hakrawler | Simple, fast web crawler designed for easy, quick discovery of endpoints and assets within a web application | hakluke | 4508 |
| 43 | soft-serve | The mighty, self-hostable Git server for the command line🍦 | charmbracelet | 5395 |
| 44 | bubbletea | A powerful little TUI framework 🏗 | charmbracelet | 28146 |
| 45 | portmaster | 🏔 Love Freedom - ❌ Block Mass Surveillance | safing | 9438 |
| 46 | fq | jq for binary formats - tool, language and decoders for working with binary and text formats | wader | 9785 |
| 47 | ChineseSubFinder | 自动化中文字幕下载。字幕网站支持 shooter、xunlei、arrst、a4k、SubtitleBest 。支持 Emby、Jellyfin、Plex、Sonarr、Radarr、TMM | ChineseSubFinder | 3553 |
| 48 | lazygit | simple terminal UI for git commands | jesseduffield | 53424 |
| 49 | micro | A modern and intuitive terminal-based text editor | zyedidia | 25249 |
| 50 | toxiproxy | ⏰ 🔥 A TCP proxy to simulate network and system conditions for chaos and resiliency testing | Shopify | 10844 |
| 51 | determined | Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow. | determined-ai | 3046 |
| 52 | Cloudreve | 🌩支持多家云存储的云盘系统 (Self-hosted file management and sharing system, supports multiple storage providers) | cloudreve | 21990 |
| 53 | act | Run your GitHub Actions locally 🚀 | nektos | 55609 |
| 54 | nebula | A scalable overlay networking tool with a focus on performance, simplicity and security | slackhq | 14613 |
| 55 | headscale | An open source, self-hosted implementation of the Tailscale control server | juanfont | 23603 |
| 56 | minikube | Run Kubernetes locally | kubernetes | 29542 |
| 57 | goofys | a high-performance, POSIX-ish Amazon S3 file system written in Go | kahing | 5218 |
| 58 | miller | Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON | johnkerl | 9010 |
| 59 | chezmoi | Manage your dotfiles across multiple diverse machines, securely. | twpayne | 13446 |
| 60 | gdu | Fast disk usage analyzer with console interface written in Go | dundee | 3990 |
| 61 | up | Ultimate Plumber is a tool for writing Linux pipes with instant live preview | akavel | 8385 |
| 62 | dolt | Dolt – Git for Data | dolthub | 17978 |
| 63 | pcp | 📦 Command line peer-to-peer data transfer tool based on libp2p. | dennis-tra | 1072 |
| 64 | fzf | 🌸 A command-line fuzzy finder | junegunn | 65752 |
| 65 | berty | Berty is a secure peer-to-peer messaging app that works with or without internet access, cellular data or trust in the network | berty | 7641 |
| 66 | server | screen sharing for developers https://screego.net/ | screego | 7801 |
| 67 | hnrss | Custom, realtime RSS feeds for Hacker News | hnrss | 519 |
| 68 | algorithm-pattern | 算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~ | greyireland | 15235 |
| 69 | streamhut | Stream your terminal to web without installing anything 🌐 | miguelmota | 908 |
| 70 | trufflehog | Find, verify, and analyze leaked credentials | trufflesecurity | 17347 |
| 71 | upspin | Upspin: A framework for naming everyone's everything. | upspin | 6292 |
| 72 | lux | 👾 Fast and simple video download library and CLI tool written in Go | iawia002 | 27798 |
| 73 | imaginary | Fast, simple, scalable, Docker-ready HTTP microservice for high-level image processing | h2non | 5639 |
| 74 | gotenberg | A developer-friendly API for converting numerous document formats into PDF files, and more! | gotenberg | 8118 |
| 75 | rclone | "rsync for cloud storage" - Google Drive, S3, Dropbox, Backblaze B2, One Drive, Swift, Hubic, Wasabi, Google Cloud Storage, Azure Blob, Azure Files, Yandex Files | rclone | 47346 |
| 76 | traefik-forward-auth | Minimal forward authentication service that provides Google/OpenID oauth based login and authentication for the traefik reverse proxy | thomseddon | 2177 |
| 77 | authelia | The Single Sign-On Multi-Factor portal for web apps | authelia | 21809 |
| 78 | caire | Content aware image resize library | esimov | 10364 |
| 79 | slim | Slim(toolkit): Don't change anything in your container image and minify it by up to 30x (and for compiled languages even more) making it secure too! (free and open source) | slimtoolkit | 19564 |
| 80 | traefik | The Cloud Native Application Proxy | traefik | 51521 |
| 81 | restic | Fast, secure, efficient backup program | restic | 26689 |
| 82 | perkeep | Perkeep (née Camlistore) is your personal storage system for life: a way of storing, syncing, sharing, modelling and backing up content. | perkeep | 6497 |
| 83 | rbgg | Isolate and remove the background gradient from images of paper. | fogleman | 362 |
| 84 | hostyoself | Host yo' self from your browser, your phone, your toaster. | schollz | 1843 |
| 85 | lazydocker | The lazier way to manage everything docker | jesseduffield | 37613 |
| 86 | pydockenv | Python virtual environment, but backed by Docker! | se7entyse7en | 480 |
| 87 | tile38 | Real-time Geospatial and Geofencing | tidwall | 9166 |
| 88 | moby | The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems | moby | 68799 |
| 89 | docker_practice | Learn and understand Docker&Container technologies, with real DevOps practice! | yeasy | 24906 |
| 90 | dive | A tool for exploring each layer in a docker image | wagoodman | 46657 |
| 91 | gophish | Open-Source Phishing Toolkit | gophish | 11747 |
| 92 | illustrated-tls12 | The Illustrated TLS 1.2 Connection: Every byte explained | syncsynchalt | 3461 |
| 93 | gitrob | Reconnaissance tool for GitHub organizations | michenriksen | 5944 |
| 94 | wtf | The personal information dashboard for your terminal | wtfutil | 15885 |
| 95 | killcord | a censorship resistant deadman's switch | nomasters | 521 |
| 96 | v2ray-core | A platform for building proxies to bypass network restrictions. | v2ray | 45475 |
| 97 | riot | Go Open Source, Distributed, Simple and efficient Search Engine; Warning: This is V1 and beta version, because of big memory consume, and the V2 will be rewrite all code. | go-ego | 6108 |
| 98 | Wox | A cross-platform launcher that simply works | Wox-launcher | 24582 |
| 99 | cheat | cheat allows you to create and view interactive cheatsheets on the command-line. It was designed to help remind *nix system administrators of options for commands that they use frequently, but not frequently enough to remember. | cheat | 12446 |
| 100 | kcptun | A Quantum-Safe Secure Tunnel based on QPP, KCP, FEC, and N:M multiplexing. | xtaci | 13938 |
| 101 | cow | HTTP proxy written in Go. COW can automatically identify blocked sites and use parent proxies to access. | cyfdecyf | 8454 |
| 102 | github-trending | Tracking the most popular Github repos, updated daily | josephyzhou | 2285 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | python-for-neuroscience | A workshop for teaching python to neuroscientists with some previous programming experience. | kylerbrown | 34 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | nextflow | A DSL for data-driven computational pipelines | nextflow-io | 2774 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | sadservers | SadServers: Linux & DevOps Troubleshooting Scenarios SaaS | fduran | 1943 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | ComBatFamily | ComBat Family of Harmonization Methods | andy1764 | 16 |
| 2 | DiD | Keeping track of what is going on with the latest DiD innovations. | asjadnaqvi | 451 |
| 3 | mcmc_visualization_tools | Markov Chain Monte Carlo Visualization Tools | betanalpha | 21 |
| 4 | mcmc_diagnostics | Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan | betanalpha | 79 |
| 5 | resouRces | Here you can find a list of resources that have and continue helping me in my process of learning/ teaching R. | Joscelinrocha | 197 |
| 6 | ascii-silhouettify | meatfighter | 123 | |
| 7 | noc-book-2 | The 2024 edition of The Nature of Code with p5.js. Includes Notion workflow and build system. | nature-of-code | 1184 |
| 8 | Raphtory | Scalable graph analytics database powered by a multithreaded, vectorized temporal engine, written in Rust | Pometry | 349 |
| 9 | brain_connectome_power_tool | bichuan0419 | 4 | |
| 10 | MediationToolbox | Single-level and multi-level mediation analyses for any kind of data, with bootstrap-based significance testing. Neuroimaging-oriented functions allow for mediation effect parametric mapping (mapping of mediation effects across the brain) and multivariate mediation. | canlab | 83 |
| 11 | scuttlebutt-protocol-guide | Protocol documentation for Secure Scuttlebutt | ssbc | 243 |
| 12 | sql-tutorial | The Querynomicon: An Introduction to SQL for Wary Data Scientists | gvwilson | 450 |
| 13 | GAMM-Tutorial | Guide to executing generalized additive mixed models in R. Includes significance testing, derivative estimation, interaction models, and visualization. | bart-larsen | 5 |
| 14 | foss_photo_libraries | Free and Open Source Photo Libraries | meichthys | 1963 |
| 15 | unstructured | Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines. | Unstructured-IO | 9221 |
| 16 | distribution-explorer | Tool for exploring probability distributions. | justinbois | 24 |
| 17 | writeups | Writeups for vulnerable machines. | 7h3rAm | 168 |
| 18 | conditional_independence | Parametric and non-parametric conditional independence testing. | uhlerlab | 10 |
| 19 | wisdom | Merlin Mann attempts to capture the best advice he's heard and learned from. | merlinmann | 1163 |
| 20 | nestedLogit | Nested Dichotomy Logistic Regression Models | friendly | 10 |
| 21 | openai_tools | Growing collection of scripts to summarize the scientific literature using large-language models like ChatGPT. | AllenInstitute | 112 |
| 22 | watchme | Reproducible watchers for research | vsoch | 886 |
| 23 | modern-font-stacks | System font stack CSS organized by typeface classification for every modern operating system | system-fonts | 2794 |
| 24 | BigBookofR | The biggest collection of R books (and maybe later some other resources too) | oscarbaruffa | 543 |
| 25 | climate-visuals | Latest versions of open access climate visuals | ed-hawkins | 162 |
| 26 | SecCertRoadmapHTML | Security Certification Roadmap HTML5/CSS3 version | PaulJerimy | 602 |
| 27 | ebook-to-print-book | dawndrain | 5 | |
| 28 | awesome-chatgpt-prompts | This repo includes ChatGPT prompt curation to use ChatGPT better. | f | 113260 |
| 29 | smiley-sans | 得意黑 Smiley Sans：一款在人文观感和几何特征中寻找平衡的中文黑体 | atelier-anchor | 13118 |
| 30 | YouMightNotNeedJS | una | 1845 | |
| 31 | Statistical_Rethinking_with_brms_ggplot2_and_the_tidyverse_2_ed | The bookdown version lives here: | ASKurz | 125 |
| 32 | daguguguji | 《特师文集》——大咕咕咕鸡著 | MindFxck | 522 |
| 33 | MAsync | Repository accompanying the publication "Revealing the neurobiology underlying interpersonal neural synchronization with multimodal data fusion" | LeonDLotter | 8 |
| 34 | applied-methods-phd | Repo for Yale Applied Empirical Methods PHD Course | paulgp | 1945 |
| 35 | UKB | repository for scripts used in UK BioBank analyses | ucam-department-of-psychiatry | 33 |
| 36 | spatiotemp_dev_plasticity | PennLINC | 9 | |
| 37 | pysurvival | Open source package for Survival Analysis modeling | square | 353 |
| 38 | psych252slides | Slides | psych252 | 57 |
| 39 | windmill | Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to Retool and Temporal. | windmill-labs | 10980 |
| 40 | awesome-earthobservation-code | A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery | acgeospatial | 1226 |
| 41 | markwhen | Make a cascading timeline from markdown-like text. Supports simple American/European date styles, ISO8601, images, links, locations, and more. | mark-when | 3595 |
| 42 | craftinginterpreters | Repository for the book "Crafting Interpreters" | munificent | 9054 |
| 43 | shan-shui-inf | Procedurally generated Chinese landscape painting. | LingDong- | 5522 |
| 44 | flash-linux0.11-talk | 你管这破玩意叫操作系统源码 — 像小说一样品读 Linux 0.11 核心代码 | dibingfa | 20267 |
| 45 | herbie | Optimize floating-point expressions for accuracy | herbie-fp | 771 |
| 46 | NouBan-js | 检测文本中是否含有豆瓣敏感词（JavaScript版本）。Nouban is an anti-censorship project aiming to record censored words in Douban, a Chinese social network platform. It is merely a glimpse of the situation in Chinese 'Innernet'. | drrouen | 88 |
| 47 | bayesoptbook.github.io | Companion webpage for the book "Bayesian Optimization" by Roman Garnett | bayesoptbook | 881 |
| 48 | GTFOBins.github.io | GTFOBins is a curated list of Unix binaries that can be used to bypass local security restrictions in misconfigured systems | GTFOBins | 10923 |
| 49 | eylenburg.github.io | eylenburg | 142 | |
| 50 | UCAS_Course_2019 | 中国科学院大学2019-2020课程（秋季，春季，夏季） | HuangCongQing | 1210 |
| 51 | hackathon2021 | Website for the 2021 OHBM Hackathon | ohbm | 22 |
| 52 | Modern-CPP-Programming | Modern C++ Programming Course (C++03/11/14/17/20/23/26) | federico-busato | 12219 |
| 53 | IntroToJulia | A Deep Introduction to Julia for Data Science and Scientific Computing | UCIDataScienceInitiative | 252 |
| 54 | life | Life - a timeline of important events in my life | cheeaun | 2777 |
| 55 | papis | Powerful and highly extensible command-line based document and bibliography manager. | papis | 1424 |
| 56 | what-if-tool | Source code/webpage/demos for the What-If Tool | PAIR-code | 921 |
| 57 | hacker-news-pwas | HNPWA - Hacker News readers as Progressive Web Apps 📱 | tastejs | 2377 |
| 58 | Server | PanDownload的个人维护版本 | PanDownloadServer | 8297 |
| 59 | tufte-css | Style your webpage like Edward Tufte’s handouts. | edwardtufte | 5983 |
| 60 | gh-pages-url-shortener | Minimal URL shortener that can be entirely hosted on GitHub pages. | nelsontky | 1338 |
| 61 | neatcss | Rapidly build efficient sites with Neat, the minimalist css framework. | codazoda | 645 |
| 62 | tidytuesday | Official repo for the #tidytuesday project | rfordatascience | 6923 |
| 63 | snakemake | This is the development home of the workflow management system Snakemake. For general information, see | snakemake | 2294 |
| 64 | Neuroimaging_Pattern_Masks | Brain signature patterns, atlases of regions, and meta-analysis masks for neuroimaging data analysis. | canlab | 109 |
| 65 | depthai-hardware | Altium Designs for DepthAI Carrier Boards | luxonis | 455 |
| 66 | al-folio | A beautiful, simple, clean, and responsive Jekyll theme for academics | alshedivat | 11284 |
| 67 | CNN-Architectures | Machine-Learning-Tokyo | 503 | |
| 68 | awesome-piracy | A curated list of awesome warez and piracy links | Igglybuff | 24330 |
| 69 | krabby | A keyboard interface to the web, inspired by Kakoune | alexherbo2 | 311 |
| 70 | trending_arxiv | Track trending arXiv papers on Twitter from within your circle | Smerity | 172 |
| 71 | tests-as-linear | Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv. | eigenfoo | 90 |
| 72 | brainiak-tutorials | Tutorials that cover topics from basics to advanced fMRI analysis | brainiak | 49 |
| 73 | deep-learning-drizzle | Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!! | kmario23 | 12327 |
| 74 | fMRI_bootcamp2019 | grace-shearrer | 6 | |
| 75 | raytracing.github.io | Main Web Site (Online Books) | RayTracing | 8875 |
| 76 | bash-lingua-non-grata | A mini Gitbook for a presentation about BASH | erkanerol | 23 |
| 77 | nullboard | Nullboard is a minimalist kanban board, focused on compactness and readability. | apankrat | 2565 |
| 78 | cultofthepartyparrot.com | PARTY OR DIE | jmhobbs | 1480 |
| 79 | GBM-perf | Performance of various open source GBM implementations | szilard | 215 |
| 80 | presentations | socalrug | 42 | |
| 81 | rdkit | The official sources for the RDKit library | rdkit | 2682 |
| 82 | sovereign | A set of Ansible playbooks to build and maintain your own private cloud: email, calendar, contacts, file sync, IRC bouncer, VPN, and more. | sovereign | 10422 |
| 83 | qubiter | Python tools for reading, writing, compiling, simulating quantum computer circuits. Includes numpy and tensorflow backends. “Quantum Space, the final frontier. These are the voyages of the starship Qubiter. Its five-year mission: to explore strange new worlds, to seek out new life and new civilizations, to boldly go where no man has gone before.” | artiste-qb-net | 121 |
| 84 | dataviz | A book covering the fundamentals of data visualization | clauswilke | 3196 |
| 85 | awesome-mlss | 🤖 Machine Learning Summer School deadlines | awesome-mlss | 2653 |
| 86 | fmriprep | fMRIPrep is a robust and easy-to-use pipeline for preprocessing of diverse fMRI data. The transparent workflow dispenses of manual intervention, thereby ensuring the reproducibility of the results. | nipreps | 638 |
| 87 | en.javascript.info | Modern JavaScript Tutorial | javascript-tutorial | 23645 |
| 88 | referendum_report | g0v | 33 | |
| 89 | iwanthue | Colors for data scientists. | medialab | 642 |
| 90 | deep-rules | Ten Quick Tips for Deep Learning in Biology | Benjamin-Lee | 227 |
| 91 | papers-I-read | A-Paper-A-Week | shagunsodhani | 944 |
| 92 | guide-to-the-douban | 豆瓣漫游指南 | wuzhiyi | 177 |
| 93 | nndl.github.io | 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning | nndl | 17480 |
| 94 | book-notes | a bunch of notes about machine learning, image statistics, theoretical neuroscience, etc. | leelabcnbc | 47 |
| 95 | learn-python3 | Jupyter notebooks for teaching/learning Python 3 | jerry-git | 6462 |
| 96 | the-power-of-prolog | Introduction to modern Prolog | triska | 1228 |
| 97 | requests-for-research | A living collection of deep learning problems | openai | 1700 |
| 98 | conversational-form | Turning web forms into conversations | space10-community | 3795 |
| 99 | minimal-mistakes | 📐 Jekyll theme for building a personal site, blog, project documentation, or portfolio. | mmistakes | 12454 |
| 100 | aima-exercises | Exercises for the book Artificial Intelligence: A Modern Approach | aimacode | 900 |
| 101 | js-the-right-way | An easy-to-read, quick reference for JS best practices, accepted coding standards, and links around the Web | jstherightway | 8735 |
| 102 | ideabook | 一个全栈增长工程师的练手项目集. A Growth Engineering Idea in Action. | phodal | 3759 |
| 103 | growth-ebook | Growth Engineering: The Definitive Guide。全栈增长工程师指南 | phodal | 7791 |
| 104 | serverless | Serverless 架构应用开发指南 - Serverless Architecture Application Development Guide with Serverless Framework. | phodal | 1754 |
| 105 | bootstrap.build | 🔥 Powerful Bootstrap theme builder for your next project | bootstrap-build | 389 |
| 106 | stargazer | A simulator for visualising the evolution of π-calculus terms | bordaigorl | 40 |
| 107 | design-blocks | A set of 170+ Bootstrap based design blocks ready to be used to create clean modern websites. | froala | 13517 |
| 108 | awesome-quantum-machine-learning | Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web | krishnakumarsekar | 2730 |
| 109 | DeepLearningProject | An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch. | Spandan-Madan | 4756 |
| 110 | deep-review | A collaboratively written review paper on deep learning, genomics, and precision medicine | greenelab | 1251 |
| 111 | material-resume | ✒️ A fancy resume template | rrdelaney | 180 |
| 112 | FLY_US | 美国大学备考资料 How to apply US colleges | F4bwDP6a6W | 2959 |
| 113 | JavaScript30 | 30 Day Vanilla JS Challenge | wesbos | 27786 |
| 114 | aui | 移动端UI快速布局解决方案，一个靠谱的高性能移动前端框架 | liulangnan | 973 |
| 115 | computational-philosophy-workshop | A semester long informal workshop looking at computational approaches to political philosophy | davekinkead | 13 |
| 116 | fastText | Library for fast text representation and classification. | facebookresearch | 25954 |
| 117 | colah.github.io | colah | 812 | |
| 118 | free-for-dev | A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev | ripienaar | 90249 |
| 119 | You-Dont-Need-JavaScript | CSS is powerful, you can do a lot of things without JS. | you-dont-need | 19204 |
| 120 | nodebeginner.org | A comprehensive Node.js tutorial for beginners | manuelkiessling | 4033 |
| 121 | startbootstrap | A library of free and open source Bootstrap themes and templates | BlackrockDigital | 7185 |
| 122 | jmcglone.github.io | Data for jmcglone.com. Includes customization of Bootstrap 3.0. Blog and pages generated by Jekyll. Hosted on GitHub. | jmcglone | 224 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | xdg-ninja | A shell script which checks your $HOME for unwanted files and directories. | b3nj5m1n | 2526 |
| 2 | unison | A friendly programming language from the future | unisonweb | 5808 |
| 3 | xmonad | The core of xmonad, a small but functional ICCCM-compliant tiling window manager | xmonad | 3368 |
| 4 | dex-lang | Research language for array processing in the Haskell/ML family | google-research | 1592 |
| 5 | awesome-haskell | A collection of awesome Haskell links, frameworks, libraries and software. Inspired by awesome projects line. | krispo | 3102 |
| 6 | haskell-language-server | Official haskell ide support via language server (LSP). Successor of ghcide & haskell-ide-engine. | haskell | 2720 |
| 7 | monad-challenges | A set of challenges for jump starting your understanding of monads. | mightybyte | 324 |
| 8 | shellcheck | ShellCheck, a static analysis tool for shell scripts | koalaman | 36490 |
| 9 | hakyll | A static website compiler library in Haskell | jaspervdj | 2703 |
| 10 | gwern.net | Website: writings on statistics, psychology, self-experiments, black-markets, philosophy, etc | gjord | 34 |
| 11 | incredible | The Incredible Proof Machine | nomeata | 359 |
| 12 | bulletproofs | Bulletproofs are short non-interactive zero-knowledge proofs that require no trusted setup | sdiehl | 535 |
| 13 | haskell-ide-engine | The engine for haskell ide-integration. Not an IDE | haskell | 2380 |
| 14 | pandoc | Universal markup converter | jgm | 34783 |
| 15 | write-you-a-haskell | Building a modern functional compiler from first principles. (http://dev.stephendiehl.com/fun/) | sdiehl | 3351 |
| 16 | wiwinwlh | What I Wish I Knew When Learning Haskell | sdiehl | 2569 |
| 17 | Functional-Programming | Functional Programming concepts, examples and patterns illustrated in Haskell, Ocaml and Python | caiorss | 2688 |
| 18 | awesome-open-science | some links to projects/tools related to "open science". | silky | 151 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | upptime | ⬆️ GitHub Actions uptime monitor & status page by @AnandChowdhary | upptime | 15612 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | Stirling-PDF | #1 Locally hosted web application that allows you to perform various operations on PDF files | Stirling-Tools | 46536 |
| 2 | MineDojo | Building Open-Ended Embodied Agents with Internet-Scale Knowledge | MineDojo | 1825 |
| 3 | anserini | Anserini is a Lucene toolkit for reproducible information retrieval research | castorini | 1028 |
| 4 | SikuliX1 | SikuliX version 2.0.0+ (2019+) | RaiMan | 2781 |
| 5 | tink | Tink is a multi-language, cross-platform, open source library that provides cryptographic APIs that are secure, easy to use correctly, and hard(er) to misuse. | tink-crypto | 13503 |
| 6 | t-digest | A new data structure for accurate on-line accumulation of rank-based statistics such as quantiles and trimmed means | tdunning | 1993 |
| 7 | HdrHistogram | A High Dynamic Range (HDR) Histogram | HdrHistogram | 2176 |
| 8 | FizzBuzzEnterpriseEdition | FizzBuzz Enterprise Edition is a no-nonsense implementation of FizzBuzz made by serious businessmen for serious business purposes. | EnterpriseQualityCoding | 21634 |
| 9 | jidt | JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems | jlizier | 262 |
| 10 | fred | Freenet REference Daemon | hyphanet | 1032 |
| 11 | OpenRefine | OpenRefine is a free, open source power tool for working with messy data and improving it | OpenRefine | 10926 |
| 12 | miaosha | ⭐⭐⭐⭐秒杀系统设计与实现.互联网工程师进阶与分析🙋🐓 | qiurunze123 | 26228 |
| 13 | GitHub-Chinese-Top-Charts | 🇨🇳 GitHub中文排行榜，各语言分设「软件 | 资料」榜单，精准定位中文好项目。各取所需，高效学习。 | GrowingGit | 99537 |
| 14 | MyBookshelf | 阅读是一款可以自定义来源阅读网络内容的工具，为广大网络文学爱好者提供一种方便、快捷舒适的试读体验。 | gedoor | 7574 |
| 15 | haven | Haven is for people who need a way to protect their personal spaces and possessions without compromising their own privacy, through an Android app and on-device sensors | guardianproject | 6633 |
| 16 | LeetCodeAnimation | Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路） | MisterBooo | 75520 |
| 17 | Mindustry | The automation tower defense RTS | Anuken | 22803 |
| 18 | cello | Genetic circuit design automation | CIDARLAB | 810 |
| 19 | zotfile | Zotero plugin to manage your attachments: automatically rename, move, and attach PDFs (or other files) to Zotero items, sync PDFs from your Zotero library to your (mobile) PDF reader (e.g. an iPad, Android tablet, etc.), and extract PDF annotations. | jlegewie | 4050 |
| 20 | javaplex | Persistent Homology and Topological Data Analysis Library | appliedtopology | 193 |
| 21 | proxyee-down | http下载工具，基于http代理，支持多连接分块下载 | proxyee-down-org | 24922 |
| 22 | material-theme-jetbrains | JetBrains theme of Material Theme | ChrisRM | 7818 |
| 23 | selenium | A browser automation framework and ecosystem. | SeleniumHQ | 30797 |
| 24 | java-design-patterns | Design patterns implemented in Java | iluwatar | 90074 |
| 25 | AlgoDS | Implementation of Algorithms and Data Structures, Problems and Solutions | sherxon | 3431 |
| 26 | interviews | Everything you need to know to get the job. | kdn251 | 63648 |
| 27 | AndroidUtilCode | 🔥 Android developers should collect the following utils(updating). | Blankj | 33334 |
| 28 | conductor | Conductor is a microservices orchestration engine. | Netflix | 12811 |
| 29 | CloudCrypto | A library for cryptographic primitive implementations for Cloud Storage applications. | liuweiran900217 | 271 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | CUDATutorial | A self-learning tutorail for CUDA High Performance Programing. | PaddleJitLab | 260 |
| 2 | web-archives | Browser extension for viewing archived and cached versions of web pages, available for Chrome, Edge and Safari | dessant | 1212 |
| 3 | anything-llm | The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, and more. | Mintplex-Labs | 27518 |
| 4 | wiki-journey | Wiki Journey tracks your daily Wikipedia adventures and archives them in a tree format | demegire | 45 |
| 5 | canvas-confetti | 🎉 performant confetti animation in the browser | catdad | 10501 |
| 6 | webtag | A free & open source online bookmarking tool | vasanthv | 131 |
| 7 | pikachu-volleyball | Pikachu Volleyball implemented into JavaScript by reverse engineering the original game | gorisanson | 983 |
| 8 | Noi | 🚀 Power Your World with AI - Explore, Extend, Empower. | lencx | 6621 |
| 9 | chatgpt-source-watch | Analyzing the evolution of ChatGPT's codebase through time with curated archives and scripts | 0xdevalias | 274 |
| 10 | h5ai | HTTP web server index for Apache httpd, lighttpd and nginx. | lrsjng | 5559 |
| 11 | uptime-kuma | A fancy self-hosted monitoring tool | louislam | 60204 |
| 12 | google-earth-as-gltf | OmarShehata | 342 | |
| 13 | shader-park-core | A JavaScript library for creating real-time 2D and 3D shaders. JS -> Shader. https://shaderpark.com/ https://twitter.com/shaderpark | shader-park | 759 |
| 14 | untrusted | A meta-JavaScript adventure game by Alex Nisnevich and Greg Shuflin. | AlexNisnevich | 4589 |
| 15 | multipleWindow3dScene | A quick example of how one can "synchronize" a 3d scene across multiple windows using three.js and localStorage | bgstaal | 16535 |
| 16 | mathbox | Presentation-quality WebGL math graphing | unconed | 1340 |
| 17 | cockpit | Cockpit is a web-based graphical interface for servers. | cockpit-project | 11311 |
| 18 | podgrab | A self-hosted podcast manager/downloader/archiver tool to download podcast episodes as soon as they become live with an integrated player. | akhilrex | 1668 |
| 19 | uPlot | 📈 A small, fast chart for time series, lines, areas, ohlc & bars | leeoniya | 8819 |
| 20 | foliate | Read e-books in style | johnfactotum | 6424 |
| 21 | bettercap | The Swiss Army knife for 802.11, BLE, HID, CAN-bus, IPv4 and IPv6 networks reconnaissance and MITM attacks. | bettercap | 16811 |
| 22 | survis | Visual Literature Database | fabian-beck | 175 |
| 23 | Surfingkeys | Map your keys for web surfing, expand your browser with javascript and keyboard. | brookhong | 5412 |
| 24 | gp-demo | Gaussian Process Regression Interactive Javascript Demo | chi-feng | 53 |
| 25 | mcmc-demo | Interactive Markov-chain Monte Carlo Javascript demos | chi-feng | 803 |
| 26 | learnGitBranching | An interactive git visualization and tutorial. Aspiring students of git can use this app to educate and challenge themselves towards mastery of git! | pcottle | 30723 |
| 27 | pycortex | Pycortex is a python-based toolkit for surface visualization of fMRI data | gallantlab | 602 |
| 28 | rats-search | BitTorrent P2P multi-platform search engine for Desktop and Web servers with integrated torrent client. | DEgITx | 1612 |
| 29 | elevatorsaga | The elevator programming game! | magwo | 2432 |
| 30 | quarto-cli | Open-source scientific and technical publishing system built on Pandoc. | quarto-dev | 3968 |
| 31 | noisecraft | Browser-based visual programming language and platform for sound synthesis. | maximecb | 1067 |
| 32 | user.js | Firefox privacy, security and anti-tracking: a comprehensive user.js template for configuration and hardening | arkenfox | 10309 |
| 33 | buster | Captcha solver extension for humans, available for Chrome, Edge and Firefox | dessant | 8043 |
| 34 | custom-scripts | A repository of custom scripts to be used with Sentinel Hub | sentinel-hub | 662 |
| 35 | sha256algorithm | Sha256 Algorithm Explained | dmarman | 1547 |
| 36 | Parsr | Transforms PDF, Documents and Images into Enriched Structured Data | axa-group | 5857 |
| 37 | zx | A tool for writing better scripts | 43166 | |
| 38 | aboutconfig-menu | Shortcuts to settings in about:config (universal), through a button on toolbar. Firefox userChrome script 🛠️ | garywill | 74 |
| 39 | uncolorblind | Uncolor blindness goggles (Web / JS / GLSL) | unconed | 11 |
| 40 | yjs | Shared data types for building collaborative software | yjs | 17108 |
| 41 | Meta-Meta-Resources | Source code for https://meta-meta-resources.org | Meta-Meta-Resources | 20 |
| 42 | regl-gpu-lines | Pure GPU, instanced, screen-projected lines for regl | rreusser | 176 |
| 43 | digital-gardeners | Resources, links, projects, and ideas for gardeners tending their digital notes on the public interwebs | MaggieAppleton | 4074 |
| 44 | browser-fingerprinting | Analysis of Bot Protection systems with available countermeasures 🚿. How to defeat anti-bot system 👻 and get around browser fingerprinting scripts 🕵️♂️ when scraping the web? | niespodd | 4146 |
| 45 | action-tmate | Debug your GitHub Actions via SSH by using tmate to get access to the runner system itself. | mxschmitt | 2967 |
| 46 | Hypergraph-Vis | Code repository for "Hypergraph Visualization via a Metric Space Viewpoint and Persistence" | tdavislab | 28 |
| 47 | vimium | The hacker's browser. | philc | 23559 |
| 48 | monocle | Universal personal search engine, powered by a full text search algorithm written in pure Ink, indexing Linus's blogs and private note archives, contacts, tweets, and over a decade of journals. | thesephist | 1484 |
| 49 | dat | 💾 peer-to-peer sharing & live syncronization of files via command line | dat-ecosystem | 8247 |
| 50 | cli | Command-line tool to customize Spotify client. Supports Windows, MacOS, and Linux. | spicetify | 18744 |
| 51 | color-naming-in-different-languages | uwdata | 29 | |
| 52 | muboard | Self-rendering and distributable mathematics chalkboards | susam | 563 |
| 53 | metrics | 📊 An infographics generator with 30+ plugins and 300+ options to display stats about your GitHub account and render them as SVG, Markdown, PDF or JSON! | lowlighter | 13839 |
| 54 | dezoomify | Dezoomify is a web application to download zoomable images from museum websites, image galleries, and map viewers. Many different zoomable image technologies are supported. | lovasoa | 673 |
| 55 | niQC | NeuroImaging Quality Control (niQC) | INCF | 13 |
| 56 | MDsveX | A markdown preprocessor for Svelte. | pngwn | 2471 |
| 57 | readme.so | An online drag-and-drop editor to easily build READMEs | octokatherine | 4308 |
| 58 | binance-trading-bot | Automated Binance trading bot - Trade multiple cryptocurrencies. Buy low/sell high with Grid Trading. Integrated with TradingView technical analysis | chrisleekr | 5088 |
| 59 | treestyletab | Tree Style Tab, Show tabs like a tree. | piroor | 3503 |
| 60 | Tree-Style-History | Not only show browser history in tree style. 不止用树状形式展示浏览器历史 (For Edge / Chromium / Chrome) | tumuyan | 185 |
| 61 | Side-Auto_Sci-Hub | Cross-Browser Plugin to open Sci-Hub 🗝 page with the article from your current tab | RoiArthurB | 244 |
| 62 | OpenScan | All you need to build your 3D Scanner | OpenScanEu | 733 |
| 63 | social-analyzer | API, CLI, and Web App for analyzing and finding a person's profile in 1000 social media \ websites | qeeqbox | 11755 |
| 64 | openmct | A web based mission control framework. | nasa | 12079 |
| 65 | CyberChef | The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis | gchq | 29364 |
| 66 | Lepton | 💻 Democratizing Snippet Management (macOS/Win/Linux) | hackjutsu | 10158 |
| 67 | simple-peer | 📡 Simple WebRTC video, voice, and data channels | feross | 7449 |
| 68 | lucerne | A Twitter reader designed for learning from the Twittersphere, built with Ink and Torus | thesephist | 115 |
| 69 | polyx | Productivity suite written from scratch in Ink on the backend and Torus on the web | thesephist | 215 |
| 70 | htmx | </> htmx - high power tools for HTML | bigskysoftware | 38588 |
| 71 | quiver | A modern commutative diagram editor for the web. | varkor | 2432 |
| 72 | bypass-paywalls-chrome | Bypass Paywalls web browser extension for Chrome and Firefox. | iamadamdev | 48337 |
| 73 | headless-recorder | Chrome extension that records your browser interactions and generates a Playwright or Puppeteer script. | checkly | 15051 |
| 74 | Ghost | Independent technology for modern publishing, memberships, subscriptions and newsletters. | TryGhost | 47594 |
| 75 | GiraffeTools | a Graphical Interface for Reproducible Analysis oF workFlow Experiments | GiraffeTools | 50 |
| 76 | Awesome-Profile-README-templates | A collection of awesome readme templates to display on your profile | kautukkundan | 10810 |
| 77 | refined-hacker-news | ✨ Hacker News, but refined — Interface tweaks and features to make the HN experience better | plibither8 | 812 |
| 78 | ScholarWithCode | A simple chrome extension to present the number of available code implementions (via Papers With Code) for articles listed on Google Scholar. | eladrich | 85 |
| 79 | vscode-rainbow-fart | 一个在你编程时疯狂称赞你的 VSCode 扩展插件 | An VSCode extension that keeps giving you compliment while you are coding, it will checks the keywords of code to play suitable sounds. | SaekiRaku | 4932 |
| 80 | codimd | CodiMD - Realtime collaborative markdown notes on all platforms. | hackmdio | 9332 |
| 81 | Sarasa-Gothic | Sarasa Gothic / 更纱黑体 / 更紗黑體 / 更紗ゴシック / 사라사 고딕 | be5invis | 10136 |
| 82 | Iosevka | Versatile typeface for code, from code. | be5invis | 19328 |
| 83 | zotero-scholar-citations | Zotero plugin for auto-fetching numbers of citations from Google Scholar | MaxKuehn | 265 |
| 84 | osmtogeojson | convert osm to geojson | tyrasd | 700 |
| 85 | Quirk | A drag-and-drop quantum circuit simulator that runs in your browser. A toy for exploring and understanding small quantum circuits. | Strilanc | 941 |
| 86 | GreenTunnel | GreenTunnel is an anti-censorship utility designed to bypass the DPI system that is put in place by various ISPs to block access to certain websites. | SadeghHayeri | 4393 |
| 87 | 1on1-questions | Mega list of 1 on 1 meeting questions compiled from a variety to sources | VGraupera | 9535 |
| 88 | profane-words | A very long list of English profanity. | zacanger | 240 |
| 89 | magnetW | [已失效，不再维护] | xiandanin | 11589 |
| 90 | gun | An open source cybersecurity protocol for syncing decentralized graph data. | amark | 18172 |
| 91 | iptv | Collection of publicly available IPTV channels from all over the world | iptv-org | 86645 |
| 92 | ARC-AGI | The Abstraction and Reasoning Corpus | fchollet | 3574 |
| 93 | probmods2 | probmods 2: electric boogaloo | probmods | 302 |
| 94 | 42 | @rsapkf's wiki. [Merged into rsapkf/www] | rsapkf | 1880 |
| 95 | quantum-circuit | Quantum Circuit Simulator implemented in JavaScript | quantastica | 252 |
| 96 | stargazed | 📋 Creating your own Awesome List of GitHub stars! | abhijithvijayan | 470 |
| 97 | lime | Lime: Explaining the predictions of any machine learning classifier | marcotcr | 11626 |
| 98 | opendatacam | An open source tool to quantify the world | opendatacam | 1632 |
| 99 | magicbook | The magic book project returns! | magicbookproject | 1080 |
| 100 | netron | Visualizer for neural network, deep learning and machine learning models | lutzroeder | 28224 |
| 101 | shader-school | 🎓 A workshopper for GLSL shaders and graphics programming | stackgl | 4314 |
| 102 | argdown | a simple syntax for complex argumentation | christianvoigt | 926 |
| 103 | Motrix | A full-featured download manager. | agalwood | 45844 |
| 104 | laverna | Laverna is a JavaScript note taking application with Markdown editor and encryption support. Consider it like open source alternative to Evernote. | Laverna | 9198 |
| 105 | Sozi | A "zooming" presentation editor | sozi-projects | 1589 |
| 106 | impress.js | It's a presentation framework based on the power of CSS3 transforms and transitions in modern browsers and inspired by the idea behind prezi.com. | impress | 37665 |
| 107 | codecrumbs | Learn, design or document codebase by putting breadcrumbs in source code. Live updates, multi-language support and more. | Bogdan-Lyashenko | 2713 |
| 108 | mermaid-live-editor | Location has moved to https://github.com/mermaid-js/mermaid-live-editor | mermaidjs | 980 |
| 109 | trilium | Build your personal knowledge base with Trilium Notes | zadam | 27416 |
| 110 | anti-paywall | A browser extension that maximizes the chances of bypassing paywalls | nextgens | 664 |
| 111 | d3graphTheory | 💥 Interactive and colorful 🎨 graph theory tutorials made using d3.js ⚡ | mrpandey | 1765 |
| 112 | vega | A visualization grammar. | vega | 11251 |
| 113 | DeepLearning-500-questions | 深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06 | scutan90 | 54913 |
| 114 | awesome-vscode | 🎨 A curated list of delightful VS Code packages and resources. | viatsko | 25114 |
| 115 | trix | A rich text editor for everyday writing | basecamp | 19130 |
| 116 | apachecn-algo-zh | ApacheCN 数据结构与算法译文集 | apachecn | 11033 |
| 117 | reminiscence | Self-Hosted Bookmark And Archive Manager | kanishka-linux | 1776 |
| 118 | taskbook | Tasks, boards & notes for the command-line habitat | klaudiosinani | 8984 |
| 119 | webui-aria2 | The aim for this project is to create the worlds best and hottest interface to interact with aria2. Very simple to use, just download and open index.html in any web browser. | ziahamza | 9966 |
| 120 | warriorjs | 🏰 An exciting game of programming and Artificial Intelligence | olistic | 9440 |
| 121 | docsify | 🃏 A magical documentation site generator. | docsifyjs | 27822 |
| 122 | docute | 📚 Effortless documentation, done right. | egoist | 3804 |
| 123 | awesome-ctf | A curated list of CTF frameworks, libraries, resources and softwares | apsdehal | 9882 |
| 124 | gitbook-cli | GitBook's command line interface | GitbookIO | 718 |
| 125 | gitbook-plugin-anchor-navigation-ex | Supports two navigation mode, title, anchor effect is the default theme, style, follow the website | zq99299 | 128 |
| 126 | machine_learning_and_neuroscience | This is the code for "Machine Learning & Neuroscience" By Siraj Raval on Youtube | llSourcell | 130 |
| 127 | carbon | 🖤 Create and share beautiful images of your source code | carbon-app | 34649 |
| 128 | mostly-adequate-guide | Mostly adequate guide to FP (in javascript) | MostlyAdequate | 23434 |
| 129 | javascript | JavaScript Style Guide | airbnb | 145466 |
| 130 | KaTeX | Fast math typesetting for the web. | KaTeX | 18445 |
| 131 | tellform | ✏️ Free Opensource Alternative to TypeForm or Google Forms ⛺ | tellform | 3036 |
| 132 | 30-seconds-of-code | Short code snippets for all your development needs | Chalarangelo | 121877 |
| 133 | blockchain | 📖Code for Blockchain Demo | 0xs34n | 932 |
| 134 | dom-i18n | Provides a very basic HTML multilingual support using JavaScript | ruyadorno | 148 |
| 135 | stacks-cli | 📊 Analyze website stack from the terminal 💻 | WeiChiaChang | 1991 |
| 136 | livepython | Visually trace Python code in real-time. | agermanidis | 2555 |
| 137 | Mind-Expanding-Books | 📚 Find your next book to read! | hackerkid | 11822 |
| 138 | inclusive-design-checklist | Aims to be the biggest checklist of inclusive design considerations ever | Heydon | 2727 |
| 139 | SessionSync | SessionSync | ReDEnergy | 296 |
| 140 | bottery | 3295 | ||
| 141 | fluxday | A user-friendly, free & opensource task & productivity management tool for growing startups | foradian | 476 |
| 142 | BoostNote-Legacy | This repository is outdated and new Boost Note app is available! We've launched a new Boost Note app which supports real-time collaborative writing. https://github.com/BoostIO/BoostNote-App | BoostIO | 17059 |
| 143 | feather | Simply beautiful open-source icons | feathericons | 25035 |
| 144 | Rythm.js | A javascript library that makes your page dance. | Okazari | 3934 |
| 145 | online-markdown | 在线Markdown转微信公众号内容工具 | dyc87112 | 673 |
| 146 | project-guidelines | A set of best practices for JavaScript projects | elsewhencode | 29415 |
| 147 | wtfjs | 🤪 A list of funny and tricky JavaScript examples | denysdovhan | 35300 |
| 148 | front-end-guide | 📚 Study guide and introduction to the modern front end stack. | grab | 15158 |
| 149 | ZeroNet | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | HelloZeroNet | 18387 |
| 150 | pell | 📝 the simplest and smallest WYSIWYG text editor for web, with no dependencies | jaredreich | 11974 |
| 151 | awesome-guidelines | A curated list of high quality coding style conventions and standards. | Kristories | 9847 |
| 152 | gamblers-dice | A terrible idea, now real. | xori | 916 |
| 153 | toc | Table of Contents Plugin | jgallen23 | 531 |
| 154 | jquery.tocify.js | A jQuery Table of Contents plugin that can be themed with Twitter Bootstrap or jQueryUI. | gfranko | 926 |
| 155 | bootstrap-toc | An automatic table of contents generator, using Bootstrap 3 or 4 | afeld | 157 |
| 156 | Orbit-Theme | FREE Bootstrap 5 Resume/CV Template for Developers | xriley | 787 |
| 157 | listen1_chrome_extension | one for all free music in china (chrome extension, also works for firefox) | listen1 | 11495 |
| 158 | js-stack-from-scratch | 🛠️⚡ Step-by-step tutorial to build a modern JavaScript stack. | verekia | 20092 |
| 159 | particles.js | A lightweight JavaScript library for creating particles | VincentGarreau | 29096 |
| 160 | Winds | A Beautiful Open Source RSS & Podcast App Powered by Getstream.io | GetStream | 8913 |
| 161 | flv.js | HTML5 FLV Player | bilibili | 22973 |
| 162 | itsy-bitsy-data-structures | 🏰 All the things you didn't know you wanted to know about data structures | jamiebuilds | 8600 |
| 163 | fantasy-land | Specification for interoperability of common algebraic structures in JavaScript | fantasyland | 10128 |
| 164 | GitXiv | GitXiv - Collaborative Open Computer Science. | samim23 | 267 |
| 165 | the-super-tiny-compiler | ⛄ Possibly the smallest compiler ever | jamiebuilds | 27958 |
| 166 | node-lessons | 📕《Node.js 包教不包会》 by alsotang | alsotang | 16542 |
| 167 | WebFundamentals | Former git repo for WebFundamentals on developers.google.com | 13853 | |
| 168 | HackMyResume | Generate polished résumés and CVs in HTML, Markdown, LaTeX, MS Word, PDF, plain text, JSON, XML, YAML, smoke signal, and carrier pigeon. | hacksalot | 9279 |
| 169 | algorithm-visualizer | 🎆Interactive Online Platform that Visualizes Algorithms from Code | algorithm-visualizer | 46762 |
| 170 | bootstrap | The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web. | twbs | 170941 |
| 171 | materialize | Materialize, a CSS Framework based on Material Design | Dogfalo | 38857 |
| 172 | reveal.js | The HTML Presentation Framework | hakimel | 67944 |
| 173 | language-evolution-simulation | Language evolution simulation with Agent-based Models | fatiherikli | 490 |
| 174 | neural-network-papers | robertsdionne | 1957 | |
| 175 | Font-Awesome | The iconic SVG, font, and CSS toolkit | FortAwesome | 74034 |
| 176 | 500lines | 500 Lines or Less | aosabook | 29319 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | algo | Set up a personal VPN in the cloud | trailofbits | 29005 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | SymbolicRegression.jl | Distributed High-Performance Symbolic Regression in Julia | MilesCranmer | 633 |
| 2 | WaterLily.jl | Fast and simple fluid simulator in Julia | WaterLily-jl | 640 |
| 3 | PythonCall.jl | Python and Julia in harmony. | JuliaPy | 817 |
| 4 | DECAES.jl | DEcomposition and Component Analysis of Exponential Signals (DECAES) - a Julia implementation of the UBC Myelin Water Imaging (MWI) toolbox for computing voxelwise T2-distributions of multi spin-echo MRI images. | jondeuce | 33 |
| 5 | Makie.jl | Interactive data visualizations and plotting in Julia | MakieOrg | 2421 |
| 6 | Tullio.jl | ⅀ | mcabbott | 613 |
| 7 | UnicodePlots.jl | Unicode-based scientific plotting for working in the terminal | JuliaPlots | 1450 |
| 8 | SpeedyWeather.jl | Play atmospheric modelling like it's LEGO. | SpeedyWeather | 444 |
| 9 | ReservoirComputing.jl | Reservoir computing utilities for scientific machine learning (SciML) | SciML | 209 |
| 10 | Cthulhu.jl | The slow descent into madness | JuliaDebug | 656 |
| 11 | DrWatson.jl | The perfect sidekick to your scientific inquiries | JuliaDynamics | 830 |
| 12 | OnlineStats.jl | ⚡ Single-pass algorithms for statistics | joshday | 836 |
| 13 | GLM.jl | Generalized linear models in Julia | JuliaStats | 595 |
| 14 | Agents.jl | Agent-based modeling framework in Julia | JuliaDynamics | 764 |
| 15 | NonlinearDynamicsTextbook | Nonlinear Dynamics: A concise introduction interlaced with code | JuliaDynamics | 221 |
| 16 | BeautifulAlgorithms.jl | Concise and beautiful algorithms written in Julia | mossr | 1328 |
| 17 | ClimateMachine.jl | Climate Machine: an Earth System Model that automatically learns from data | CliMA | 453 |
| 18 | Unfold.jl | Neuroimaging (EEG, fMRI, pupil ...) regression analysis in Julia | unfoldtoolbox | 49 |
| 19 | Turing.jl | Bayesian inference with probabilistic programming. | TuringLang | 2046 |
| 20 | hardware_introduction | What scientific programmers must know about CPUs and RAM to write fast code. | jakobnissen | 432 |
| 21 | fkMigration.jl | A Julia project demonstrating the fast f-k migration algorithm. | analytech-solutions | 66 |
| 22 | diff-zoo | Differentiation for Hackers | MikeInnes | 770 |
| 23 | Yao.jl | Extensible, Efficient Quantum Algorithm Design for Humans. | QuantumBFS | 935 |
| 24 | TDA.jl | A Julia package for topological data analysis | wildart | 38 |
| 25 | ScHoLP-Tutorial | Tutorial for the ScHoLP.jl library and reproducing results from the accompanying paper. | arbenson | 40 |
| 26 | ThinkJulia.jl | Port of the book Think Python to the Julia programming language | BenLauwens | 550 |
| 27 | pythonidae | Curated decibans of scientific programming resources in Python. | svaksha | 967 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | Cytocipher | Analysis methods for analysing single cell RNA-seq data; particularly with the goal of checking if tentative clusters of cells are significantly different to one another in terms of their gene expression. | BradBalderson | 32 |
| 2 | PiML-Toolbox | PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics | SelfExplainML | 1212 |
| 3 | lectures | Material for gpu-mode lectures | gpu-mode | 3052 |
| 4 | omicverse | A python library for multi omics included bulk, single cell and spatial RNA-seq analysis. | Starlitnightly | 474 |
| 5 | eidev | Adolescent development of E-I using biophysical network modeling | amnsbr | 1 |
| 6 | agentic_patterns | Implementing the 4 agentic patterns from scratch | neural-maze | 766 |
| 7 | graphcompass | GraphCompass: Graph Comparison Tools for Differential Analyses in Spatial Systems | theislab | 34 |
| 8 | einsum-search | AndPotap | 25 | |
| 9 | MeshGradientPy | Compute gradients on mesh and unstructured data objects. | DonsetPG | 9 |
| 10 | stripy | 2D spherical and Cartesian triangulation toolkit using tripack, stripack, srfpack and ssrfpack | underworldcode | 53 |
| 11 | torch-harmonics | Differentiable signal processing on the sphere for PyTorch | NVIDIA | 401 |
| 12 | SpatialNonStationarity | ActiveNeuroImaging | 2 | |
| 13 | llama3-from-scratch | llama3 implementation one matrix multiplication at a time | naklecha | 13764 |
| 14 | neurometry | Quantify geometric intelligence in natural and artificial brains. | geometric-intelligence | 48 |
| 15 | GeostatsPyDemos | Well-documented demonstration workflows with the GeostatsPy package. | GeostatsGuy | 49 |
| 16 | imv-gps | Code for the paper "Intrinsic Gaussian Vector Fields on Manifolds" by Robert-Nicoud, Krause, and Borovitskiy | DanielRobertNicoud | 6 |
| 17 | jacobian_geometry | Code supporting "Unraveling the mesoscale organization induced by network-driven processes", PNAS | gbarzon | 7 |
| 18 | sysidentpy | A Python Package For System Identification Using NARMAX Models | wilsonrljr | 396 |
| 19 | pangeo | Pangeo website + discussion of general issues related to the project. | pangeo-data | 704 |
| 20 | courses | Anthropic's educational courses | anthropics | 8117 |
| 21 | guidance | A guidance language for controlling large language models. | guidance-ai | 19143 |
| 22 | WTF-zk | 零知识证明入门教程。Comprehensive Zero-Knowledge Proofs Tutorial. #zk #WIP | WTFAcademy | 1644 |
| 23 | tarsier | Vision utilities for web interaction agents 👀 | reworkd | 1455 |
| 24 | XAI-for-bioinformatics | Explainable AI for Bioinformatics | rezacsedu | 117 |
| 25 | CellphoneDB | CellPhoneDB can be used to search for a particular ligand/receptor, or interrogate your own HUMAN single-cell transcriptomics data. | ventolab | 335 |
| 26 | abc_atlas_access | Documentation and examples demonstrating how to access data from the Allen Brain Cell Atlas | AllenInstitute | 52 |
| 27 | spvcm | multilevel spatially-correlated variance components models | pysal | 17 |
| 28 | CFDPython | A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/ | barbagroup | 3462 |
| 29 | scGPT | bowang-lab | 1050 | |
| 30 | BI-BE-CS-183-2023 | Introduction to Computational Biology and Bioinformatics Course at Caltech, 2023 | pachterlab | 451 |
| 31 | GML2023 | Graph Machine Learning course, Xavier Bresson, 2023 | xbresson | 586 |
| 32 | graphkit-learn | A python package for graph kernels, graph edit distances, and graph pre-image problem. | jajupmochi | 123 |
| 33 | tropai-2024 | Materials of the Tropical Probabilistic AI School 2024. | probabilisticai | 21 |
| 34 | Gaussian-Process-Regression-Tutorial | An Intuitive Tutorial to Gaussian Processes Regression | jwangjie | 551 |
| 35 | what_are_embeddings | A deep dive into embeddings starting from fundamentals | veekaybee | 969 |
| 36 | DS4DS_Course | Data Science for Dynamical System Course | DS-4-DS | 100 |
| 37 | phoenix | AI Observability & Evaluation | Arize-ai | 4004 |
| 38 | life2vec | SocialComplexityLab | 488 | |
| 39 | Large-Language-Model-Notebooks-Course | Practical course about Large Language Models. | peremartra | 1297 |
| 40 | llm-course | Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. | mlabonne | 39322 |
| 41 | single-cell-best-practices | https://www.sc-best-practices.org | theislab | 782 |
| 42 | pyebm | pyebm - A toolbox for Event Based Models | 88vikram | 24 |
| 43 | qgraph | Simulate Anderson localization and tight binding on graphs. | ravikoka | 13 |
| 44 | brain_eigenmodes | sina-mansour | 11 | |
| 45 | matplotlib-multilayer-network | small template code to create a multilayer network using matplotlib and networkx | jkbren | 110 |
| 46 | insanely-fast-whisper | Vaibhavs10 | 7765 | |
| 47 | hmp | Repository for the hmp python package | GWeindel | 35 |
| 48 | laminar_organization | The data and code of Saberi et al. 2023 PLOS Biology | amnsbr | 4 |
| 49 | fast-slow | Excitation-inhibition balance brain network fitting | BrainModes | 20 |
| 50 | bert-brains | tsumers | 27 | |
| 51 | hamilton | Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does. | DAGWorks-Inc | 1878 |
| 52 | Manifold-Learning | Introduction to Manifold Learning - Mathematical Theory and Applied Python Examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps) | drewwilimitis | 224 |
| 53 | torchgfn | A modular, easy to extend GFlowNet library | GFNOrg | 234 |
| 54 | asymmetric_uncertainty | A package for handling numeric quantities with asymmetric uncertainties. | cgobat | 18 |
| 55 | fmmax | Fourier modal method with Jax | facebookresearch | 101 |
| 56 | MAPIE | A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions. | scikit-learn-contrib | 1301 |
| 57 | gpt-prompt-engineer | mshumer | 9374 | |
| 58 | corrquench | Code for Ito, Brincat, Siegel, Mill, He, Miller, Rotstein, Cole (2020) PLoS Computational Biology | ito-takuya | 3 |
| 59 | LLM-Training-Puzzles | What would you do with 1000 H100s... | srush | 917 |
| 60 | s4 | Structured state space sequence models | state-spaces | 2477 |
| 61 | RheMAP | Non-linear warps between common rhesus macaque brain templates | PRIME-RE | 24 |
| 62 | langchain | 🦜🔗 Build context-aware reasoning applications | langchain-ai | 95223 |
| 63 | TopoNetX | Computing on Topological Domains | pyt-team | 181 |
| 64 | brainsss | Preprocessing of volumetric neural data on sherlock (motion correction, zscoring, etc) | ClandininLab | 5 |
| 65 | GenerativeModels | MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications | Project-MONAI | 624 |
| 66 | UKB-connectomics | This repository will host scripts used to map structural and functional brain connectivity matrices for the UK biobank dataset. | sina-mansour | 62 |
| 67 | cosyne-2023-generative-models | Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience. | davindicode | 39 |
| 68 | geometric-gnn-dojo | Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks. | chaitjo | 472 |
| 69 | selfie | An educational software system of a tiny self-compiling C compiler, a tiny self-executing RISC-V emulator, and a tiny self-hosting RISC-V hypervisor. | cksystemsteaching | 2388 |
| 70 | tsai | Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai | timeseriesAI | 5281 |
| 71 | smt | Surrogate Modeling Toolbox | SMTorg | 690 |
| 72 | FastSurfer | PyTorch implementation of FastSurferCNN | Deep-MI | 460 |
| 73 | JuliaGraphsTutorials | Tutorials in the form of Jupyter notebooks for the JuliaGraphs ecosystem | JuliaGraphs | 97 |
| 74 | mango | Parallel Hyperparameter Tuning in Python | ARM-software | 399 |
| 75 | cphy | Class materials for computational physics course | williamgilpin | 141 |
| 76 | DataDrivenDynSyst | Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems | jbramburger | 84 |
| 77 | geomstats | Computations and statistics on manifolds with geometric structures. | geomstats | 1264 |
| 78 | torchegranate | A temporary repository hosting a pomegranate re-write using PyTorch as the backend. | jmschrei | 71 |
| 79 | lovely-tensors | Tensors, for human consumption | xl0 | 1117 |
| 80 | TimeSynth | A Multipurpose Library for Synthetic Time Series Generation in Python | TimeSynth | 354 |
| 81 | evojax | 846 | ||
| 82 | RAJAPerf | RAJA Performance Suite | LLNL | 110 |
| 83 | kernl | Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable. | ELS-RD | 1535 |
| 84 | metrics-as-scores | Contains the data and scripts needed for the application Metrics as Scores | MrShoenel | 4 |
| 85 | fBOSC | fooof+BOSC: A repository for the robust detection of oscillations at the single-trial level | neurofractal | 22 |
| 86 | python-blosc2 | Blosc | 83 | |
| 87 | easy-rl | 强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/ | datawhalechina | 9559 |
| 88 | humap | Hierarchical Uniform Manifold Approximation and Projection | wilsonjr | 233 |
| 89 | graphein | Protein Graph Library | a-r-j | 1043 |
| 90 | AllenHumanGeneMNI | Careful multispectral registration of the Allen Human Brain Gene Samples in MNI ICBM NLIN SYM 09c space | gdevenyi | 9 |
| 91 | nn-zero-to-hero | Neural Networks: Zero to Hero | karpathy | 11944 |
| 92 | archive-CCM-site | NYU PSYCH-GA 3405.002 / DS-GS 3001.006 : Computational cognitive modeling | brendenlake | 202 |
| 93 | conformal-prediction | Lightweight, useful implementation of conformal prediction on real data. | aangelopoulos | 790 |
| 94 | neuroprobnum | Probabilistic numerics for common neuroscience models. | berenslab | 5 |
| 95 | cr-sparse | Functional models and algorithms for sparse signal processing | carnotresearch | 88 |
| 96 | dsp_notebooks | A collection of Digital Signal Processing notebooks with a wireless communications theme. | strath-sdr | 104 |
| 97 | micrograd | A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API | karpathy | 10545 |
| 98 | randomfun | Notebooks and various random fun | karpathy | 1079 |
| 99 | transformer-walkthrough | A walkthrough of transformer architecture code | markriedl | 318 |
| 100 | loops-are-evil | Local mean denoising using numpy efficiently | rsilva8 | 1 |
| 101 | nilearn-task-networks | Tutorials for task-based activation and network analysis using Python based modules: Nilearn and Nistats. Notebooks prepared on Neurohackademy 2018 (http://neurohackademy.org/). | kfinc | 25 |
| 102 | BOLD_WAVES | Quantifying and describing blood-oxygen-level dependent (BOLD) spatial propagation activity | tsb46 | 19 |
| 103 | YOLOU | YOLOv3、YOLOv4、YOLOv5、YOLOv5-Lite、YOLOv6-v1、YOLOv6-v2、YOLOv7、YOLOX、YOLOX-Lite、PP-YOLOE、PP-PicoDet-Plus、YOLO-Fastest v2、FastestDet、YOLOv5-SPD、TensorRT、NCNN、Tengine、OpenVINO | jizhishutong | 748 |
| 104 | tigramite | Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at | jakobrunge | 1349 |
| 105 | gpu-python-tutorial | GPU Development in Python 101 tutorial | jacobtomlinson | 259 |
| 106 | PythonNumericalDemos | Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses. | GeostatsGuy | 1413 |
| 107 | GPU-Puzzles | Solve puzzles. Learn CUDA. | srush | 9962 |
| 108 | OI-and-CMs | Characterizing Optimal Signal Propagation in the Human Brain Network | kuffmode | 2 |
| 109 | pybrms | Pythonic interface to R's brms | adamhaber | 44 |
| 110 | neuro-nav | A library for neuroscience-inspired navigation and decision making research. | awjuliani | 200 |
| 111 | grit-benchmark | Benchmarking a metric used to evaluate a perturbation strength | broadinstitute | 6 |
| 112 | reliability-diagrams | Reliability diagrams visualize whether a classifier model needs calibration | hollance | 138 |
| 113 | Vogel_PLS_Tx-Space | Data and code for Vogel et al., Transcriptomic Gradients paper | PennLINC | 6 |
| 114 | qsiprep-atlas | Info on how the qsiprep-bundled atlases were made | PennLINC | 1 |
| 115 | gtrick | Bag of Tricks for Graph Neural Networks. | sangyx | 284 |
| 116 | ThinkDSP | Think DSP: Digital Signal Processing in Python, by Allen B. Downey. | AllenDowney | 3980 |
| 117 | ssm-book | Interactive textbook on state-space models | probml | 176 |
| 118 | xgi | CompleX Group Interactions (XGI) is a Python package for higher-order networks. | xgi-org | 187 |
| 119 | ABAnnotate | A toolbox for ensemble-based multimodal gene-category enrichment analysis of human neuroimaging data | LeonDLotter | 18 |
| 120 | Tensor-Puzzles | Solve puzzles. Improve your pytorch. | srush | 3292 |
| 121 | ModelingNeuralCircuits | Code to accompany the textbook "Modeling Neural Circuits Made Simple" | RobertRosenbaum | 139 |
| 122 | prodigy-recipes | 🍳 Recipes for the Prodigy, our fully scriptable annotation tool | explosion | 480 |
| 123 | handwritingBCI | Code from the paper "High-Performance Brain-to-Text Communication via Handwriting" | fwillett | 364 |
| 124 | gt4sd-core | GT4SD, an open-source library to accelerate hypothesis generation in the scientific discovery process. | GT4SD | 335 |
| 125 | amh-code | Complete implementations from "Algorithms for Modern Hardware" | sslotin | 679 |
| 126 | HyPyP | The Hyperscanning Python Pipeline | ppsp-team | 75 |
| 127 | ibsgd | artemyk | 145 | |
| 128 | GLMspiketraintutorial_python | pillowlab | 46 | |
| 129 | braincharts | predictive-clinical-neuroscience | 32 | |
| 130 | openskill.py | Multiplayer Rating System. No Friction. | vivekjoshy | 274 |
| 131 | connectome-spatial-smoothing | Python codes and sample scripts for connectome-spatial smoothing (CSS) | sina-mansour | 10 |
| 132 | The_R1-weighted_connectome | Scripts in support of the preprint: Boshkovski et al. (2020). The R1-weighted connectome: complementing brain networks with a myelin-sensitive measure. | TommyBoshkovski | 2 |
| 133 | xicor | xi correlation method adapted for python | czbiohub-sf | 146 |
| 134 | jupyter_notebooks | Assorted Jupyter notebooks by Daniel Estévez | daniestevez | 155 |
| 135 | cufflinks | Productivity Tools for Plotly + Pandas | santosjorge | 3033 |
| 136 | shapash | 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models | MAIF | 2739 |
| 137 | buggy-resizing-critique | A criticism of a recent paper on buggy image downsampling methods in popular image processing and deep learning libraries. | beresandras | 72 |
| 138 | AdvancedScientificComputing | A short course on Julia and open-source software development | timholy | 303 |
| 139 | shap-analysis-guide | How to Interpret SHAP Analyses: A Non-Technical Guide | AidanCooper | 46 |
| 140 | Introduction-to-Julia | Learn the language basics in this 10-part course. | JuliaAcademy | 406 |
| 141 | roc-n-roll | Interactive plotting of ROC (and precision-recall) curves showing multiple metrics evaluations along the curve. | ehudkr | 4 |
| 142 | mujoco | Multi-Joint dynamics with Contact. A general purpose physics simulator. | google-deepmind | 8253 |
| 143 | ts_tutorial | iosband | 351 | |
| 144 | dysts | More than a hundred strange attractors | williamgilpin | 420 |
| 145 | Hippocampus_AP_Axis | Code used for Hippocampus Anterior/Posterior gene expression and neuroimaging analyses | illdopejake | 10 |
| 146 | closed_loop_mdd | ucsf-npnm | 17 | |
| 147 | pySuStaIn | Subtype and Stage Inference (SuStaIn) algorithm with an example using simulated data. | ucl-pond | 134 |
| 148 | kglab | Graph Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, NetworkX, RAPIDS, RDFlib, pySHACL, PyVis, morph-kgc, pslpython, pyarrow, etc. | DerwenAI | 582 |
| 149 | spatio-temporal-brain | A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data | tjiagoM | 47 |
| 150 | MLOps-Basics | graviraja | 6081 | |
| 151 | nbdev | Create delightful software with Jupyter Notebooks | AnswerDotAI | 4939 |
| 152 | COGS118C | COGS118C [Neural Signal Processing] @ UCSanDiego | rdgao | 156 |
| 153 | research_code | Writing good research code | patrickmineault | 110 |
| 154 | tutorials | MONAI Tutorials | Project-MONAI | 1874 |
| 155 | prettymaps | A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries. | marceloprates | 11163 |
| 156 | gather | Spit shine for Jupyter notebooks 🧽✨ | microsoft | 533 |
| 157 | ds003-post-fMRIPrep-analysis | An exemplary task analysis workflow to run on OpenNeuro's ds000003 data, after preprocessing with fMRIPrep | poldracklab | 29 |
| 158 | torchdyn | A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods | DiffEqML | 1400 |
| 159 | neural_data_science | Contains programming labs and lecture notes for the lecture "Neural Data Science" | berenslab | 98 |
| 160 | Python-EEG-Handbook-CN | Python脑电数据处理中文手册 - A Chinese handbook for EEG data analysis based on Python | ZitongLu1996 | 381 |
| 161 | kcni-school-lessons | A collection of code and lessons for the KCNI Summer School | krembilneuroinformatics | 40 |
| 162 | ohbm2021 | Scripts related to working with OHBM 2021 program content | margulies | 4 |
| 163 | pml-book | "Probabilistic Machine Learning" - a book series by Kevin Murphy | probml | 4991 |
| 164 | Celeste.jl | Scalable inference for a generative model of astronomical images | jeff-regier | 184 |
| 165 | Node-Parcellation | The code to generate individualize state-specific node-level parcellations. For the original paper, see Salehi et al., "There is no single functional atlas even for a single individual: Parcellation of the human brain is state dependent." bioRxiv 2018. | YaleMRRC | 9 |
| 166 | MathToolsforNeuroscience | Materials for Mathematical Tools for Neuroscience course at Harvard (Neurobio 212) | ebatty | 442 |
| 167 | functorch | functorch is JAX-like composable function transforms for PyTorch. | pytorch | 1395 |
| 168 | ClusterShapley | Explaining dimensionality results using SHAP values | wilsonjr | 52 |
| 169 | DeepPurpose | A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics) | kexinhuang12345 | 977 |
| 170 | nvidia-cuda-tutorial | Nvidia contributed CUDA tutorial for Numba | numba | 237 |
| 171 | KDEpy | Kernel Density Estimation in Python | tommyod | 584 |
| 172 | facets | Visualizations for machine learning datasets | PAIR-code | 7357 |
| 173 | TTS | 🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts) | mozilla | 9422 |
| 174 | eat_pytorch_in_20_days | Pytorch🍊🍉 is delicious, just eat it! 😋😋 | lyhue1991 | 5336 |
| 175 | vissl | VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images. | facebookresearch | 3260 |
| 176 | signals-and-systems-lecture | Continuous- and Discrete-Time Signals and Systems - Theory and Computational Examples | spatialaudio | 329 |
| 177 | pytorch-GAT | My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples! | gordicaleksa | 2454 |
| 178 | mlops-course | Learn how to design, develop, deploy and iterate on production-grade ML applications. | GokuMohandas | 2977 |
| 179 | monthly-challenges | Repository containing monthly challenges in the field of quantum computing. | qosf | 408 |
| 180 | TDC | Therapeutics Commons (TDC-2): Multimodal Foundation for Therapeutic Science | mims-harvard | 1018 |
| 181 | EverythingCrypto | (Still exploring) My cryptography journey: A collection of notebooks covering different algorithms and concepts from cryptography | zademn | 226 |
| 182 | pyprobml | Python code for "Probabilistic Machine learning" book by Kevin Murphy | probml | 6552 |
| 183 | pycaret | An open-source, low-code machine learning library in Python | pycaret | 8964 |
| 184 | alibi-detect | Algorithms for outlier, adversarial and drift detection | SeldonIO | 2253 |
| 185 | key-book | 《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。 | datawhalechina | 1557 |
| 186 | tensor-sensor | The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai. | parrt | 796 |
| 187 | joyful-pandas | Pandas中文教程 | yeayee | 957 |
| 188 | machine-learning-for-trading | Code for Machine Learning for Algorithmic Trading, 2nd edition. | stefan-jansen | 13436 |
| 189 | budapest-fmri-data | Quality assurance analyses of fMRI data collected while participants watched The Grand Budapest Hotel by Wes Anderson. | mvdoc | 27 |
| 190 | quantum-algorithms-tutorials | Tutorials for Quantum Algorithms with Qiskit implementations. | DavitKhach | 227 |
| 191 | edward2 | A simple probabilistic programming language. | 679 | |
| 192 | cosanlab_preproc | Nipype-based data fMRI pre-processing tools | cosanlab | 14 |
| 193 | course-content | NMA Computational Neuroscience course | NeuromatchAcademy | 2682 |
| 194 | swarm_interaction_network | A network-based approach to study swarm intelligence | macoj | 13 |
| 195 | nn-brain | Tutorial codes for modeling brains with neural nets | gyyang | 210 |
| 196 | minigrad | A minimal implementation of autograd (in pure Python) 🍰 | kennysong | 93 |
| 197 | networkx-edge-bundling | hacky way to bundle some edges in networkx and matplotlib | jkbren | 20 |
| 198 | flax | Flax is a neural network library for JAX that is designed for flexibility. | 6146 | |
| 199 | rising | Provides everything needed for high performance data loading and augmentation in pytorch. | PhoenixDL | 316 |
| 200 | course-nlp | A Code-First Introduction to NLP course | fastai | 3427 |
| 201 | qml-mooc | Lecture notebooks and coding assignments for the quantum machine learning MOOC created by Peter Wittek on EdX in the Spring 2019 | qosf | 278 |
| 202 | RL-Stock | 📈 如何用深度强化学习自动炒股 | wangshub | 3034 |
| 203 | Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions | Solutions of Reinforcement Learning, An Introduction | LyWangPX | 2028 |
| 204 | NYU-DLSP20 | NYU Deep Learning Spring 2020 | Atcold | 6695 |
| 205 | joyful-pandas | pandas中文教程 | datawhalechina | 4660 |
| 206 | Yet-Another-EfficientDet-Pytorch | The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights. | zylo117 | 5209 |
| 207 | deepul | rll | 766 | |
| 208 | DataSciencePsychNeuro | Repository for the Data Science for Psychology and Neuroscience course at CMU (Verstynen) | CoAxLab | 53 |
| 209 | pytorch-tutorials-examples-and-books | PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍 | bat67 | 1179 |
| 210 | virtual-scanner | An end-to-end hybrid MR simulator/console | imr-framework | 62 |
| 211 | Practical_RL | A course in reinforcement learning in the wild | yandexdataschool | 5927 |
| 212 | benchmarking-gnns | Repository for benchmarking graph neural networks | graphdeeplearning | 2527 |
| 213 | openMorph | Curated list of open-access databases with human structural MRI data | cMadan | 126 |
| 214 | TDA-tutorial | A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences libraries. | GUDHI | 378 |
| 215 | understandingbdl | izmailovpavel | 233 | |
| 216 | PRML | PRML algorithms implemented in Python | ctgk | 11464 |
| 217 | adversarial_lab | Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc. | dsgiitr | 51 |
| 218 | d2l-pytorch | This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch. | dsgiitr | 4246 |
| 219 | graph_nets | PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT. | dsgiitr | 1142 |
| 220 | fastpages | An easy to use blogging platform, with enhanced support for Jupyter Notebooks. | fastai | 3530 |
| 221 | Deep-Reinforcement-Learning-Hands-On-Second-Edition | Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt | PacktPublishing | 1163 |
| 222 | rethinking-numpyro | Statistical Rethinking (2nd ed.) with NumPyro | fehiepsi | 449 |
| 223 | neural-tangents | Fast and Easy Infinite Neural Networks in Python | 2279 | |
| 224 | The-Elements-of-Statistical-Learning-Python-Notebooks | A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book | empathy87 | 854 |
| 225 | scikit-geometry | Scientific Python Geometric Algorithms Library | scikit-geometry | 429 |
| 226 | deepmind-research | This repository contains implementations and illustrative code to accompany DeepMind publications | google-deepmind | 13276 |
| 227 | learnopencv | Learn OpenCV : C++ and Python Examples | spmallick | 21347 |
| 228 | industry-machine-learning | A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai) | firmai | 7263 |
| 229 | wassdistance | Approximating Wasserstein distances with PyTorch | dfdazac | 455 |
| 230 | lecture-source-py | Source files for "Lectures in Quantitative Economics" -- Python version | QuantEcon | 192 |
| 231 | climate_in_color | 🍒 🍊 🍋 Tutorial on building and using effective colormaps in climate science 🍏 🍇 🍆 | bradyrx | 35 |
| 232 | GettingStarted | Scipy 2019 Tutorial | matplotlib | 35 |
| 233 | dtreeviz | A python library for decision tree visualization and model interpretation. | parrt | 2968 |
| 234 | shap | A game theoretic approach to explain the output of any machine learning model. | shap | 22927 |
| 235 | pytorch-normalizing-flows | Normalizing flows in PyTorch. Current intended use is education not production. | karpathy | 846 |
| 236 | toyplot | Interactive plotting for Python. | sandialabs | 432 |
| 237 | pyESN | Echo State Networks in Python | cknd | 297 |
| 238 | IntracranialNeurophysDL | A short course for getting started with deep learning for intracranial extracellular neurophysiology. | SachsLab | 35 |
| 239 | Dive-into-DL-PyTorch | 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。 | ShusenTang | 18384 |
| 240 | AnatomyOfMatplotlib | Anatomy of Matplotlib -- tutorial developed for the SciPy conference | matplotlib | 1217 |
| 241 | pydqc | python automatic data quality check toolkit | SauceCat | 285 |
| 242 | Understanding-GCN | code for the paper in NeurIPS 2019 | nimadehmamy | 40 |
| 243 | Understanding-NN | Tensorflow tutorial for various Deep Neural Network visualization techniques | 1202kbs | 344 |
| 244 | nlp-tutorial | Natural Language Processing Tutorial for Deep Learning Researchers | graykode | 14293 |
| 245 | topography_atlas_of_space | Code and instructions for making topographic maps of planets and moons | eleanorlutz | 288 |
| 246 | bdl-benchmarks | Bayesian Deep Learning Benchmarks | OATML | 663 |
| 247 | GLMM-in-Python | Generalized linear mixed-effect model in Python | junpenglao | 175 |
| 248 | botorch | Bayesian optimization in PyTorch | pytorch | 3111 |
| 249 | probability | Probabilistic reasoning and statistical analysis in TensorFlow | tensorflow | 4268 |
| 250 | einet | Uncertainty and causal emergence in complex networks | jkbren | 106 |
| 251 | tensorflow-handbook | 简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程 | snowkylin | 3943 |
| 252 | PGCN | Graph Convolutional Networks for Temporal Action Localization (ICCV2019) | Alvin-Zeng | 321 |
| 253 | qiskit-textbook | [ARCHIVED] A university quantum algorithms/computation course supplement based on Qiskit | qiskit-community | 950 |
| 254 | TF-2.0-Hacks | Contains my explorations of TensorFlow 2.x | sayakpaul | 382 |
| 255 | Neural_Decoding | A python package that includes many methods for decoding neural activity | KordingLab | 433 |
| 256 | higgsfield | Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters | higgsfield-ai | 3295 |
| 257 | rainbow-is-all-you-need | Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow | Curt-Park | 1869 |
| 258 | pg-is-all-you-need | Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods. | MrSyee | 864 |
| 259 | tcscode | Supplementary code for Introduction to Theoretical Computer Science book. | boazbk | 62 |
| 260 | matplotlib-gallery | Examples of matplotlib codes and plots | rasbt | 1191 |
| 261 | Popular-RL-Algorithms | PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet.. | quantumiracle | 1132 |
| 262 | joypy | Joyplots in Python with matplotlib & pandas 📈 | leotac | 562 |
| 263 | saxpy | Symbolic Aggregate approXimation, HOT-SAX, and SAX-VSM implementation in Python | seninp | 208 |
| 264 | Bayesian-Neural-Networks | Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more | JavierAntoran | 1847 |
| 265 | NeuralDataScienceCSHL2019 | Coding exercises for Neural Data Science at CSHL in 2019 | marius10p | 28 |
| 266 | single-cell-tutorial | Single cell current best practices tutorial case study for the paper:Luecken and Theis, "Current best practices in single-cell RNA-seq analysis: a tutorial" | theislab | 1398 |
| 267 | qiskit-tutorials | A collection of Jupyter notebooks showing how to use the Qiskit SDK | Qiskit | 2336 |
| 268 | pySankey | create sankey diagrams with matplotlib | anazalea | 255 |
| 269 | MultiscaleCentrality | Graph centrality is a question of scale - Multiscale centrality (MSC) is a scale dependent measure of centrality on complex networks. | barahona-research-group | 7 |
| 270 | capsule_net_pytorch | Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.] | cezannec | 371 |
| 271 | deep-learning-random-explore | PPPW | 194 | |
| 272 | deeplearning-models | A collection of various deep learning architectures, models, and tips | rasbt | 16755 |
| 273 | algforopt-notebooks | Jupyter notebooks associated with the Algorithms for Optimization textbook | algorithmsbooks | 420 |
| 274 | DL-workshop-series | Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT) | Machine-Learning-Tokyo | 937 |
| 275 | simplagion | Code associated to the paper 'Simplicial models of social contagion' Nat. Commun. (2019) | iaciac | 42 |
| 276 | neuroparc | neurodata | 168 | |
| 277 | DeepLearningExamples | State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure. | NVIDIA | 13593 |
| 278 | poppy-ergo-jr | 🤖 Poppy Ergo Jr is an open-source robotic arm based on modular 3D printed conception and low-cost XL-320 motors. | poppy-project | 184 |
| 279 | gradient_analysis | NeuroanatomyAndConnectivity | 85 | |
| 280 | marmoset | margulies | 2 | |
| 281 | adjustText | A small library for automatically adjustment of text position in matplotlib plots to minimize overlaps. | Phlya | 1502 |
| 282 | CH485---Artificial-Intelligence-and-Chemistry | CH485 - Artificial Intelligence and Chemistry | SeongokRyu | 121 |
| 283 | EconML | ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x. | py-why | 3854 |
| 284 | Hands-On-Reinforcement-Learning-with-Python | Hands-On Reinforcement Learning with Python, published by Packt | PacktPublishing | 787 |
| 285 | cnn-exposed | 🕵️♂️ Interpreting Convolutional Neural Network (CNN) Results. | idealo | 176 |
| 286 | htmpapers | Numenta published papers code and data | numenta | 324 |
| 287 | jetbot | An educational AI robot based on NVIDIA Jetson Nano. | NVIDIA-AI-IOT | 3033 |
| 288 | the-craft-of-selfteaching | One has no future if one couldn't teach themself. | selfteaching | 15260 |
| 289 | AWE | Compute graph embeddings via Anonymous Walk Embeddings | nd7141 | 81 |
| 290 | continual-learning | PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios. | GMvandeVen | 1592 |
| 291 | InferSent | InferSent sentence embeddings | facebookresearch | 2281 |
| 292 | Deep-Learning-Coursera | Deep Learning Specialization by Andrew Ng, deeplearning.ai. | enggen | 1684 |
| 293 | neural-ode | Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations | msurtsukov | 695 |
| 294 | dopamine | Dopamine is a research framework for fast prototyping of reinforcement learning algorithms. | 10573 | |
| 295 | pytorch_flows | Implementation and tutorials of normalizing flows with the novel distributions module | acids-ircam | 160 |
| 296 | cnjc-code | Code for and from meetings of the Stanford CNJC | stanford-cnjc | 7 |
| 297 | maml-jax | Implementation of Model-Agnostic Meta-Learning (MAML) in Jax | ericjang | 188 |
| 298 | ReLeaSE | Deep Reinforcement Learning for de-novo Drug Design | isayev | 354 |
| 299 | computation-thru-dynamics | Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems. | google-research | 372 |
| 300 | quantum-learning | This repository contains the source code used to produce the results presented in the paper "Machine learning method for state preparation and gate synthesis on photonic quantum computers". | XanaduAI | 113 |
| 301 | lucid | A collection of infrastructure and tools for research in neural network interpretability. | tensorflow | 4674 |
| 302 | PyTorch-Tutorial | Build your neural network easy and fast, 莫烦Python中文教学 | MorvanZhou | 8156 |
| 303 | ruijin_round2 | 瑞金医院MMC人工智能辅助构建知识图谱大赛复赛 | beader | 180 |
| 304 | pytorch-handbook | pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行 | zergtant | 20397 |
| 305 | tdl | Course "Theories of Deep Learning" | deeppavlov | 196 |
| 306 | pytorch-seq2seq | Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. | bentrevett | 5389 |
| 307 | DeepRL-Tutorials | Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch | qfettes | 1055 |
| 308 | mml-book.github.io | Companion webpage to the book "Mathematics For Machine Learning" | mml-book | 13270 |
| 309 | ILearnDeepLearning.py | This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action. | SkalskiP | 1351 |
| 310 | cnn_graph | Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering | mdeff | 1339 |
| 311 | PracticalSessions | tmlss2018 | 124 | |
| 312 | mooc_exercise | Solutions of exercise problems appeared in mooc-based on-line learning | hoondori | 1 |
| 313 | DeepLearningFrameworks | Demo of running NNs across different frameworks | ilkarman | 1654 |
| 314 | shablona | A template for small scientific python projects | uwescience | 608 |
| 315 | ThinkStats2 | Text and supporting code for Think Stats, 2nd Edition | AllenDowney | 4037 |
| 316 | CompStats | Code for a workshop on statistical interference using computational methods in Python. | AllenDowney | 219 |
| 317 | graph_nn | Graph Classification with Graph Convolutional Networks in PyTorch (NeurIPS 2018 Workshop) | bknyaz | 327 |
| 318 | K-Nearest-Neighbors-with-Dynamic-Time-Warping | Python implementation of KNN and DTW classification algorithm | markdregan | 774 |
| 319 | graph-based-deep-learning-literature | links to conference publications in graph-based deep learning | naganandy | 4819 |
| 320 | Graph-neural-networks | SeongokRyu | 513 | |
| 321 | mit-deep-learning | Tutorials, assignments, and competitions for MIT Deep Learning related courses. | lexfridman | 10177 |
| 322 | causal_inference_python_code | Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins | jrfiedler | 1262 |
| 323 | siml | Machine Learning algorithms implemented from scratch | taspinar | 484 |
| 324 | Learning-from-data | 记录Learning from data一书中的习题解答 | Doraemonzzz | 979 |
| 325 | fMRI_data_analysis | Python code explaining how to display structural and functional fMRI data. | akcarsten | 94 |
| 326 | lihang-code | 《统计学习方法》的代码实现 | fengdu78 | 19011 |
| 327 | ndap-fa2018 | neuro data analysis in python | alexhuth | 33 |
| 328 | google-research | Google Research | google-research | 34353 |
| 329 | Made-With-ML | Learn how to design, develop, deploy and iterate on production-grade ML applications. | GokuMohandas | 37646 |
| 330 | minc_keras | minc_keras is a code base that was developped during a hackathon to facillitate the implementation of deep learning models for brain imaging with the Keras package. | tfunck | 11 |
| 331 | introML | Landing page for scikit learn and nilearn tutorials, originally curated for MAIN 2018 conference | brainhack101 | 11 |
| 332 | psych204a | Stanford human neuroimaging methods course materials | cni | 9 |
| 333 | workshops | Brain imaging workshops | nipy | 15 |
| 334 | DeepNeuro | A deep learning python package for neuroimaging data. Made by: | QTIM-Lab | 125 |
| 335 | nipype_tutorial | Learn Nipype with these tutorial notebooks - go here to see them online --> | miykael | 122 |
| 336 | Elevation | End-to-end guide design for CRISPR/Cas9 with machine learning | microsoft | 127 |
| 337 | fecon235 | Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics | rsvp | 1145 |
| 338 | ESL-CN | The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。 | szcf-weiya | 2463 |
| 339 | bayesian-neural-network-mnist | Bayesian neural network using Pyro and PyTorch on MNIST dataset | paraschopra | 309 |
| 340 | matplotlib_for_papers | Handout for the tutorial "Creating publication-quality figures with matplotlib" | jbmouret | 2136 |
| 341 | brain-networks-course | Repo for Brain Networks course | BrainNetworksCourse | 32 |
| 342 | hyperlearn | 2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old. | unslothai | 1851 |
| 343 | neuroprocdata | Neuroproc dataset descriptions and dictionaries | ericmjonas | 15 |
| 344 | deepLearningBook-Notes | Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016) | hadrienj | 1782 |
| 345 | Stats-Maths-with-Python | General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python | tirthajyoti | 885 |
| 346 | tuthpc | Tutorial on "Efficient Python for High-Performance Computing" | mmckerns | 121 |
| 347 | TensorFlow-Course | 📡 Simple and ready-to-use tutorials for TensorFlow | instillai | 16390 |
| 348 | deepbayes-2018 | Seminars DeepBayes Summer School 2018 | bayesgroup | 1046 |
| 349 | micaopen | Open Scripts and pipelines from the Multimodal Imaging and Connectome Analysis Lab at the Montreal Neurological Institute | MICA-MNI | 73 |
| 350 | Reinforcement-Learning | Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning | andri27-ts | 4221 |
| 351 | JuliaTutorials | Learn Julia via interactive tutorials! | JuliaAcademy | 1273 |
| 352 | QuantumKatas | Tutorials and programming exercises for learning Q# and quantum computing | microsoft | 4547 |
| 353 | Grokking-Deep-Learning | this repository accompanies the book "Grokking Deep Learning" | iamtrask | 7453 |
| 354 | statistical-learning-method | 《统计学习方法》笔记-基于Python算法实现 | wzyonggege | 2047 |
| 355 | practical-pytorch | Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained | spro | 4526 |
| 356 | Reinforcement-Learning-Notebooks | A collection of Reinforcement Learning algorithms from Sutton and Barto's book and other research papers implemented in Python. | Pulkit-Khandelwal | 1050 |
| 357 | h4cker | This repository is primarily maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), artificial intelligence security, vulnerability research, exploit development, reverse engineering, and more. | The-Art-of-Hacking | 19044 |
| 358 | Book-Deep-Learning-Applications-with-Applications-Using-Python | Chapterwise code available in the book | NavinManaswi | 149 |
| 359 | ml-study | ML Learning Sabbatical Study Materials | bfortuner | 133 |
| 360 | ML-Tutorial-Experiment | Coding the Machine Learning Tutorial for Learning to Learn | jiqizhixin | 2505 |
| 361 | pytorch_exercises | Kyubyong | 315 | |
| 362 | RL-Adventure | Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL | higgsfield | 3035 |
| 363 | dfa | Detrended Fluctuation Analysis | dokato | 63 |
| 364 | TensorSlow | Re-implementation of TensorFlow in pure python, with an emphasis on code understandability | danielsabinasz | 679 |
| 365 | fastai | The fastai deep learning library | fastai | 26307 |
| 366 | data | Data and code behind the articles and graphics at FiveThirtyEight | fivethirtyeight | 16865 |
| 367 | python-in-neuroscience-tutorials | Collection of tutorials about methods of computational neuroscience using Python | btel | 73 |
| 368 | pytorch-book | PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》) | chenyuntc | 12160 |
| 369 | Computational-Neuroscience-UW | Python scripts that supplement the Coursera Computational Neuroscience course by the University of Washington | computational-neuroscience | 133 |
| 370 | workshops | A few exercises for use at events. | tensorflow | 1451 |
| 371 | aima-python | Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach" | aimacode | 8062 |
| 372 | Capsule-Network-Tutorial | Pytorch easy-to-follow Capsule Network tutorial | higgsfield | 768 |
| 373 | Kalman-and-Bayesian-Filters-in-Python | Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions. | rlabbe | 16821 |
| 374 | Probabilistic-Programming-and-Bayesian-Methods-for-Hackers | aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;) | CamDavidsonPilon | 26824 |
| 375 | python_reference | Useful functions, tutorials, and other Python-related things | rasbt | 3761 |
| 376 | pytudes | Python programs, usually short, of considerable difficulty, to perfect particular skills. | norvig | 23167 |
| 377 | welcome_tutorials | Various tutorials given for welcoming new students at MILA. | mila-iqia | 985 |
| 378 | simplified-deeplearning | Simplified implementations of deep learning related works | exacity | 2496 |
| 379 | deep-learning-with-python-notebooks | Jupyter notebooks for the code samples of the book "Deep Learning with Python" | fchollet | 18733 |
| 380 | pandas-tutorial | 适合初级到中级晋升者，有了体系之后就看熟练度了。 | hangsz | 1824 |
| 381 | rnn-syn | Analogs of Linguistic Structure in Deep Representations | jacobandreas | 19 |
| 382 | numerical-linear-algebra | Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course | fastai | 10295 |
| 383 | powerlaw | jeffalstott | 607 | |
| 384 | notes-python | 中文 Python 笔记 | lijin-THU | 6955 |
| 385 | xcorr-notebooks | An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience. | patrickmineault | 77 |
| 386 | SNNs | Tutorials and implementations for "Self-normalizing networks" | bioinf-jku | 1583 |
| 387 | game2vec | TensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram. | warchildmd | 70 |
| 388 | wiki-detox | See https://meta.wikimedia.org/wiki/Research:Modeling_Talk_Page_Abuse | ewulczyn | 152 |
| 389 | tensorflow_cookbook | Code for Tensorflow Machine Learning Cookbook | nfmcclure | 6243 |
| 390 | TensorFlow-Tutorials | Simple tutorials using Google's TensorFlow Framework | nlintz | 6006 |
| 391 | Tensorflow-101 | TensorFlow Tutorials | sjchoi86 | 2605 |
| 392 | tensorflow_tutorials | From the basics to slightly more interesting applications of Tensorflow | pkmital | 5639 |
| 393 | TensorFlow-Examples | TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2) | aymericdamien | 43436 |
| 394 | scientific-python-lectures | Lectures on scientific computing with python, as IPython notebooks. | jrjohansson | 3505 |
| 395 | tsfresh | Automatic extraction of relevant features from time series: | blue-yonder | 8457 |
| 396 | nn-from-scratch | Implementing a Neural Network from Scratch | dennybritz | 1955 |
| 397 | reinforcement-learning | Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course. | dennybritz | 20598 |
| 398 | tensorflow-tutorial | Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE | alrojo | 1946 |
| 399 | MNIST | Machine Learning analyses of the MNIST database of handwritten digits | grfiv | 52 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | personal-server | Personal server configuration with k3s | erebe | 3084 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | auto-dev | 🧙AutoDev: The AI-powered coding wizard（AI 驱动编程助手）with multilingual support 🌐, auto code generation 🏗️, and a helpful bug-slaying assistant 🐞! Customizable prompts 🎨 and a magic Auto Dev/Testing/Document/Agent feature 🧪 included! 🚀 | unit-mesh | 2859 |
| 2 | doki-theme-jetbrains | Cute anime character themes for your JetBrains IDEs. | doki-theme | 649 |
| 3 | projector-client | Common and client-related code for running Swing applications remotely | JetBrains | 803 |
| 4 | projector-server | Server-side library for running Swing applications remotely | JetBrains | 1243 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | Enzyme | High-performance automatic differentiation of LLVM and MLIR. | EnzymeAD | 1288 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | SciLean | Scientific computing in Lean 4 | lecopivo | 328 |
| 2 | lean-matrix-cookbook | The matrix cookbook, proved in the Lean theorem prover | eric-wieser | 84 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | lite | A lightweight text editor written in Lua | rxi | 7410 |
| 2 | clink-fzf | Fzf integration for Clink | chrisant996 | 83 |
| 3 | neorg | Modernity meets insane extensibility. The future of organizing your life in Neovim. | nvim-neorg | 6491 |
| 4 | chat-censorship | Data related to the investigation of realtime censorship | citizenlab | 647 |
| 5 | ComfyFactorio | A chonky factorio scenario, featuring a whole compilation of different maps. | M3wM3w | 73 |
| 6 | nmap-nse-scripts | My collection of nmap NSE scripts | cldrn | 955 |
| 7 | vulscan | Advanced vulnerability scanning with Nmap NSE | scipag | 3487 |
| 8 | waifu2x | Image Super-Resolution for Anime-Style Art | nagadomi | 27587 |
| 9 | neural-style | Torch implementation of neural style algorithm | jcjohnson | 18310 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | argbash | Bash argument parsing code generator | matejak | 1401 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | pcs-toolbox | dutchconnectomelab | 1 | |
| 2 | wavestrapping | https://www.sciencedirect.com/science/article/pii/S1053811920306595 | Puckett-Lab | 1 |
| 3 | NoLiTiA | A nonlinear time series analysis toolbox | Immo-Weber | 9 |
| 4 | gcmi | Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula. | robince | 81 |
| 5 | lambda_spectrum | aiavenak | 2 | |
| 6 | FasterMatchingIndex | Code for computing the matching index much faster | StuartJO | 3 |
| 7 | DevProps | developmental cortical propagation detection + analyses | PennLINC | 8 |
| 8 | lightspeed | lightspeed matlab toolbox | tminka | 128 |
| 9 | CURBD | Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD) | rajanlab | 51 |
| 10 | wong-wang-2006 | Model for perceptual-decision making and working memory from Wong and Wang, J. Neuroscience, 2006 | xjwanglab | 5 |
| 11 | JuSpace | This is the repository for the JuSpace toolbox allowing for cross-modal correlations between imaging data and positron emission tomography derived information | juryxy | 40 |
| 12 | BrainEigenmodes | Code supporting 'Geometric constraints on human brain function' | NSBLab | 89 |
| 13 | BrainSurfaceAnimation | StuartJO | 36 | |
| 14 | mri-simulator | MRI simulator for educational purposes written in MATLAB | markus-nilsson | 50 |
| 15 | tapas | TAPAS - Translational Algorithms for Psychiatry-Advancing Science | translationalneuromodeling | 219 |
| 16 | Weighted-SC-Networks | A brain connectivity analysis package coupled to a multi-modal MRI processing pipeline | TardifLab | 6 |
| 17 | subcortex | Gradientography pipeline for task fMRI | LeonieBorne | 3 |
| 18 | BrainEigenmodes_legacy | Code supporting 'Geometric constraints on human brain function' | BMHLab | 8 |
| 19 | hMRI-toolbox | A toolbox for quantitative MRI and in vivo histology using MRI (hMRI) | hMRI-group | 61 |
| 20 | CommonalityAnalysis | Commonality analysis for neuroimaging. Code supporting Wu et al, "Cerebral blood flow predicts multiple demand network activity and fluid intelligence across the lifespan". | kamentsvetanov | 4 |
| 21 | cca_pls_toolkit | Canonical Correlation Analysis and Partial Least Squares Toolkit for neuroscientists | anaston | 15 |
| 22 | nsdcode | Code related to analyzing the Natural Scenes Dataset | cvnlab | 32 |
| 23 | GLMsingle | A toolbox for accurate single-trial estimates in fMRI time-series data | cvnlab | 101 |
| 24 | cocoabox | Complex connectivity analysis toolbox | cobragroup | 3 |
| 25 | plotSurfaceROIBoundary | Plot the boundaries of ROIs on a surface | StuartJO | 64 |
| 26 | HOI | Retrieving high-order information multiplets from data using the O-information | danielemarinazzo | 8 |
| 27 | BRAPH-2 | BRAPH 2.0 is a comprehensive software package for the analysis and visualization of brain connectivity data, offering flexible customization, rich visualization capabilities, and a platform for collaboration in neuroscience research. | braph-software | 34 |
| 28 | maps_and_parcs | Parcellations and brain maps | ucam-department-of-psychiatry | 3 |
| 29 | BrainGB | Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imaging. | HennyJie | 182 |
| 30 | hmm-tool | zijin-gu | 1 | |
| 31 | dynet_toolbox | Self-Tuning Optimized Kalman Filtering (STOK) + DyNet simulation + connectivity metrics | PscDavid | 12 |
| 32 | NBS_benchmarking | Expanded NBS tools for new statistics and benchmarking | neuroprismlab | 10 |
| 33 | python_julia_structural_behavioral_economics | Python and Julia Code for Structural Behavioral Economics | MassimilianoPozzi | 46 |
| 34 | GAMBA-MATLAB | https://doi.org/10.1101/2021.02.22.432228 | dutchconnectomelab | 10 |
| 35 | myPLS | myPLS toolbox - PLS analysis for medical image processing | MIPLabCH | 15 |
| 36 | multiscale | neurodevelopmental functional net. organization across scales | PennLINC | 4 |
| 37 | Simple-Brain-Plot | brainPlot is a MATLAB function to create simple line-art brain plots. | dutchconnectomelab | 82 |
| 38 | CATO | Toolbox for structural and functional brain connectivity reconstruction. | dutchconnectomelab | 15 |
| 39 | HMM-MAR | Toolbox for segmentation and characterisation of transient connectivity | OHBA-analysis | 214 |
| 40 | NBS-Predict | A prediction-based extension of network-based statistics. | eminSerin | 31 |
| 41 | neural-flows | Estimation, analysis and decomposition of brainwave spatiotemporal dynamics | brain-modelling-group | 27 |
| 42 | 2sDM | The code for 2-step diffusion maps designed for 3D fMRI time series | carricky | 8 |
| 43 | MotionStructuralConnectivity | StuartJO | 5 | |
| 44 | qMRLab | Quantitative MRI Made Easy with qMRLab: MRI software for data Simulation, analysis and visualization | qMRLab | 159 |
| 45 | MSCcodebase | The Midnight Scanning Club Codebase | MidnightScanClub | 30 |
| 46 | optimviz | Visualize optimization algorithms in MATLAB. | lacerbi | 148 |
| 47 | micro-meso-macro-code | Python code for examining the effect of micro-scale structures on communities in network science | sophiewharrie | 4 |
| 48 | topological_filtering_networks | Data Driven Topological Filtering of Brain Networks via Orthogonal Minimal Spanning Trees | stdimitr | 17 |
| 49 | CCS | Connectome Computation System | zuoxinian | 74 |
| 50 | EchoState-GrangerCausality | Evaluate Granger Causality between two or more time series by adopting the Echo State approach | andreaduggento | 5 |
| 51 | GenericObjectDecoding | Demo code for Horikawa and Kamitani (2017) Generic decoding of seen and imagined objects using hierarchical visual features. Nat Commun https://www.nature.com/articles/ncomms15037. | KamitaniLab | 149 |
| 52 | bids-starter-kit | The Starter-kit has moved to the new BIDS website. | bids-standard | 263 |
| 53 | fmriflows | fmriflows is a consortium of many (dependent) fMRI analysis pipelines, including anatomical and functional pre-processing, univariate 1st and 2nd-level analysis, as well as multivariate pattern analysis. | miykael | 62 |
| 54 | encode | Method for encoding brain connectomes in multidimensional arrays (tensors). | brain-life | 38 |
| 55 | GRETNA | A Graph-theoretical Network Analysis Toolkit in MATLAB | sandywang | 66 |
| 56 | coalescent_embedding | MATLAB code for performing the coalescent embedding | biomedical-cybernetics | 14 |
| 57 | FishExplorer | interactive analysis of calcium imaging data from larval zebrafish | xiuyechen | 134 |
| 58 | CBIG | ThomasYeoLab | 601 | |
| 59 | omniglot | Omniglot data set for one-shot learning | brendenlake | 1359 |
| 60 | PRMLT | Matlab code of machine learning algorithms in book PRML | PRML | 6030 |
| 61 | OpenFace | OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation. | TadasBaltrusaitis | 6974 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | Prompt-Engineering-Guide | 🐙 Guides, papers, lecture, notebooks and resources for prompt engineering | dair-ai | 50434 |
| 2 | openai-cookbook | Examples and guides for using the OpenAI API | openai | 60204 |
| 3 | deep-rl-class | This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course. | huggingface | 3909 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | developer | developer roadmap. use growth https://github.com/phodal/growth replace this | phodal | 1713 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | lambda-the-terraform-way | AWS Lambda using Terraform., an Introductory Cookbook | nsriram | 1257 |
| 2 | awesome-youtubers | An awesome list of awesome YouTubers that teach about technology. Tutorials about web development, computer science, machine learning, game development, cybersecurity, and more. | JoseDeFreitas | 5961 |
| 3 | fucking-algorithm | 刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why. | labuladong | 125952 |
| 4 | tldr | 📚 Collaborative cheatsheets for console commands | tldr-pages | 51423 |
| 5 | build-your-own-x | Master programming by recreating your favorite technologies from scratch. | codecrafters-io | 312949 |
| 6 | linux-command | Linux命令大全搜索工具，内容包含Linux命令手册、详解、学习、搜集。https://git.io/linux | jaywcjlove | 32153 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | MuTE | montaltoalessandro | 10 | |
| 2 | Histogram_of_Color_Advancements | A Comparison for Performance of Different Variations of Histogram of Colors and Corresponding Distance Measure | meshgi | 16 |
| 3 | bean-matlab-toolkit | Gordon Bean's Bag o' Tricks for MATLAB | brazilbean | 3 |
| 4 | simiam | A MATLAB-based educational bridge between theory and practice in robotics. | jdelacroix | 103 |
| 5 | deep-photo-styletransfer | Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511 | luanfujun | 9985 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | frida | Clone this repo to build Frida | frida | 16269 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | gow | Unix command line utilities installer for Windows. | bmatzelle | 6580 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | nf-neuro | scilus | 4 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | OffensiveNim | My experiments in weaponizing Nim (https://nim-lang.org/) | byt3bl33d3r | 2851 |
| 2 | Arraymancer | A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends | mratsim | 1340 |
| 3 | torrentinim | A very low memory-footprint, self hosted API-only torrent search engine. Sonarr + Radarr Compatible, native support for Linux, Mac and Windows. | sergiotapia | 784 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | genders.wtf | ineffyble | 74 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | slipshow | An engine for displaying slips, the next-gen version of slides | panglesd | 658 |
| 2 | semgrep | Lightweight static analysis for many languages. Find bug variants with patterns that look like source code. | semgrep | 10685 |
| 3 | pyre-check | Performant type-checking for python. | 6862 | |
| 4 | coq | Coq is a formal proof management system. It provides a formal language to write mathematical definitions, executable algorithms and theorems together with an environment for semi-interactive development of machine-checked proofs. | coq | 4868 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | pyzx | Python library for quantum circuit rewriting and optimisation using the ZX-calculus | zxcalc | 386 |
| 2 | qiskit-metapackage | Qiskit is an open-source SDK for working with quantum computers at the level of circuits, algorithms, and application modules. | Qiskit | 3032 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | BOSL2 | The Belfry OpenScad Library, v2.0. An OpenSCAD library of shapes, masks, and manipulators to make working with OpenSCAD easier. BETA | BelfrySCAD | 1006 |
| 2 | NopSCADlib | Library of parts modelled in OpenSCAD and a framework for making projects | nophead | 1234 |
| 3 | dactyl-keyboard | Parameterized ergonomic keyboard | adereth | 2933 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | awesome-multi-omics | List of software packages for multi-omics analysis | mikelove | 735 |
| 2 | awesome-single-cell | Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc. | seandavi | 3228 |
| 3 | awesome_spatial_omics | tools and notes for spatial omics | crazyhottommy | 248 |
| 4 | SuperPrompt | SuperPrompt is an attempt to engineer prompts that might help us understand AI agents. | NeoVertex1 | 5465 |
| 5 | alignment_macaque-human | cross-species alignment (joint-embedding between human and macaque) | TingsterX | 23 |
| 6 | Resources | Inventory of all the educational content that I share on spatial data analytics, geostatistics and machine learning. I hope these resources are helpful, Prof. Michael Pyrcz | GeostatsGuy | 377 |
| 7 | awesome-webdav | A curated list of awesome apps that support WebDAV and tools related to it. | fstanis | 309 |
| 8 | how_to_create_a_protein | A short course on proteins and protein design aimed at early career students | universvm | 142 |
| 9 | LLM101n | LLM101n: Let's build a Storyteller | karpathy | 30253 |
| 10 | awesome-information-geometry | About A collection of AWESOME things about information geometry Topics | nocotan | 148 |
| 11 | hoeffdings_d_explainer | A Detailed Introduction to My Favorite Statistical Measure, Hoeffding's D | Dicklesworthstone | 95 |
| 12 | gpu-optimization-workshop | Slides, notes, and materials for the workshop | mlops-discord | 306 |
| 13 | awesome-cloudflare | ⛅️ 精选的 Cloudflare 工具、开源项目、指南、博客和其他资源列表。/ ⛅️ A curated list of Cloudflare tools, open source projects, guides, blogs and other resources. | zhuima | 8791 |
| 14 | awesome-open-geoscience | Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome | softwareunderground | 1480 |
| 15 | Brain-and-Cognition-Papers-with-Code | 🎉🎨 Papers, Code, Datasets for Neuroscience and Cognition Science | WangJingyao07 | 61 |
| 16 | Awesome-Geospatial | Long list of geospatial tools and resources | sacridini | 4187 |
| 17 | gpt-stats | Stats for Custom Chat GPTs not created by OpenAI | 1mrat | 393 |
| 18 | TheArtofHPC_pdfs | All pdfs of Victor Eijkhout's Art of HPC books and courses | VictorEijkhout | 518 |
| 19 | rot | Secure Secrets Management for the Modern Sysadmin | candiddev | 502 |
| 20 | chatgpt-prompts-for-academic-writing | This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans. | ahmetbersoz | 3268 |
| 21 | GPTs | leaked prompts of GPTs | linexjlin | 28800 |
| 22 | TSFpaper | This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model. | ddz16 | 2083 |
| 23 | Awesome-GPT-Agents | A curated list of GPT agents for cybersecurity | fr0gger | 5673 |
| 24 | multiversity | Meta project related to the YouTube channel https://www.youtube.com/channel/UCRS1AaHawQklALPHwfAlBCQ/ | thewhitetulip | 106 |
| 25 | Plangothic_Project | 基于思源黑体，并以中国大陆字形为标准的对中日韩越统一表意文字扩展区进行字形补充的项目。 | Fitzgerald-Porthmouth-Koenigsegg | 433 |
| 26 | awesome-optimization | A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software. | ebrahimpichka | 302 |
| 27 | DreamBerd | perfect programming language | TodePond | 11522 |
| 28 | fmriprep_qa_guide | Rough draft of a guide for reviewing fmriprep's QA outputs | transatlantic-comppsych | 25 |
| 29 | system-design-101 | Explain complex systems using visuals and simple terms. Help you prepare for system design interviews. | ByteByteGoHq | 64623 |
| 30 | awesome-iiif | Awesome IIIF-related resources | IIIF | 483 |
| 31 | ukbiobank-resources | A curated list for preprocessing, cleaning, mapping and analyzing UK Biobank data. | spiros | 44 |
| 32 | ML-Papers-Explained | Explanation to key concepts in ML | dair-ai | 7325 |
| 33 | linux-network-performance-parameters | Learn where some of the network sysctl variables fit into the Linux/Kernel network flow. Translations: 🇷🇺 | leandromoreira | 5458 |
| 34 | awesome-ai-brain-computer-interface | Must-read papers on machine learning, deep learning, reinforcement learning and other learning methods for brain-computer interfaces. | atonkamanda | 74 |
| 35 | nevermind | Brand-new font designed by Xmind | xmindltd | 166 |
| 36 | zkp_tech | 零知识证明 | blockchainGuide | 18 |
| 37 | intel-one-mono | Intel One Mono font repository | intel | 9397 |
| 38 | ziglings | Learn the Zig programming language by fixing tiny broken programs. | ratfactor | 4336 |
| 39 | tuning_playbook_zh_cn | 一本系统地教你将深度学习模型的性能最大化的战术手册。 | schrodingercatss | 2574 |
| 40 | probe | OONI Probe network measurement tool for detecting internet censorship | ooni | 765 |
| 41 | prompt-engineering | Tips and tricks for working with Large Language Models like OpenAI's GPT-4. | brexhq | 8448 |
| 42 | awesome-sysadmin | A curated list of amazingly awesome open-source sysadmin resources. | awesome-foss | 25604 |
| 43 | specialized-toolboxes | Repository containing lists of specialized toolboxes to extract/analyze specific features of electrophysiological data (e.g. aperiodic features, waveform shape) | eeg-ugent | 6 |
| 44 | awesome-chatgpt-prompts-zh | ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。 | PlexPt | 52929 |
| 45 | awesome-graph-ood | Papers about out-of-distribution generalization on graphs. | THUMNLab | 156 |
| 46 | tuning_playbook | A playbook for systematically maximizing the performance of deep learning models. | google-research | 27290 |
| 47 | awesome-intelligence | A collaboratively curated list of awesome Open-Source Intelligence (OSINT) Resources | ARPSyndicate | 1843 |
| 48 | Time-Series-Works-Conferences | Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.) | lixus7 | 814 |
| 49 | academics-on-mastodon | A list of various lists consisting of academics on Mastodon | nathanlesage | 928 |
| 50 | ggplot_adventcalendaR | A 25-day advent calendaR providing an introduction to ggplot2! | kiirsti | 52 |
| 51 | annotated_research_papers | This repo contains annotated research papers that I found really good and useful | AakashKumarNain | 2689 |
| 52 | NeuroAI | NeuroAI-UW seminar, a regular weekly seminar for the UW community, organized by NeuroAI Shlizerman Lab. | shlizee | 51 |
| 53 | awesome-self-supervised-learning-in-medical-imaging | This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medical images computing field | SaeedShurrab | 140 |
| 54 | awesome-preclinical-diffusion-mri | Diffusion-MRI | 16 | |
| 55 | SimpleTidy_GeneCoEx | A simple gene co-expression analyses workflow powered by tidyverse and graph analyses | cxli233 | 191 |
| 56 | Diffusion-Models-Papers-Survey-Taxonomy | Diffusion model papers, survey, and taxonomy | YangLing0818 | 3004 |
| 57 | English-Writing | Enhance Your English Writing for Science Research 写论文英语素材 | yzy1996 | 1100 |
| 58 | awesome-neural-geometry | A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond | neurreps | 922 |
| 59 | traefik-examples | docker-compose configurations examples for traefik | frigi83 | 321 |
| 60 | SS-SSR-V2ray | 机场推荐与机场评测ssr/v2ray2023 | hwanz | 3815 |
| 61 | awesome-self-supervised-learning-for-graphs | A curated list for awesome self-supervised learning for graphs. | SXKDZ | 376 |
| 62 | ostep-translations | Various translations of OSTEP can be found here. Help the cause and contribute! | remzi-arpacidusseau | 2770 |
| 63 | exploring-AI-optimization | Curated list of awesome material on optimization techniques to make artificial intelligence faster and more efficient 🚀 | nebuly-ai | 112 |
| 64 | Functional-Programming-For-The-Rest-of-Us-Cn | 文章《Functional Programming For The Rest of Us》的中文翻译 | justinyhuang | 1794 |
| 65 | null_models_net_neurosci | Null models in network neuroscience | frantisekvasa | 25 |
| 66 | ABCDresources | Collection of resources related to the Adolescent Brain and Cognitive Development (ABCD) Study | PennLINC | 2 |
| 67 | Neuroscience_Podcasts | complexbrains | 15 | |
| 68 | Transformers-Recipe | 🧠 A study guide to learn about Transformers | dair-ai | 1542 |
| 69 | awesome-scientific-writing | ⌨️ A curated list of awesome tools, demos and resources to go beyond LaTeX | writing-resources | 770 |
| 70 | awesome-flipperzero | 🐬 A collection of awesome resources for the Flipper Zero device. | djsime1 | 18979 |
| 71 | backdoor-learning-resources | A list of backdoor learning resources | THUYimingLi | 1064 |
| 72 | riddikulus-shanghai-2022 | 上海2022封城实录 | R-r-riddikulus | 288 |
| 73 | Reviews_Reading_Group | Memory & Perception Reviews Reading Group (RRG) | ZitongLu1996 | 20 |
| 74 | awesome-immigration | An Awesome list of long-term visas | AwesomeVisa | 1380 |
| 75 | Bash-Oneliner | A collection of handy Bash One-Liners and terminal tricks for data processing and Linux system maintenance. | onceupon | 10292 |
| 76 | polyaxon | MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle | polyaxon | 3571 |
| 77 | TemporalPointProcessPapers | Paper lists for Temporal Point Process | yangalan123 | 101 |
| 78 | awesome-graph-self-supervised-learning-based-recommendation | A curated list of awesome graph & self-supervised-learning-based recommendation. | juyongjiang | 48 |
| 79 | Paper-Writing-Tips | MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips | MLNLP-World | 3632 |
| 80 | Zhudou-Sans | 煮豆黑体，Noto 风格中日韩标点符号字体。A font family for CJK symbols and punctuation, derived from Noto Sans. | Buernia | 883 |
| 81 | neuromodulation_modalities | Every way to change your mind | mwcvitkovic | 37 |
| 82 | xit | A plain-text file format for todos and check lists | jotaen | 1054 |
| 83 | Google-Chinese-Results-Blocklist | 我终于能用谷歌搜中文了…… | cobaltdisco | 7481 |
| 84 | Frustration-One-Year-With-R | An extremely long review of R. | ReeceGoding | 622 |
| 85 | awesome-tunneling | List of ngrok/Cloudflare Tunnel alternatives and other tunneling software and services. Focus on self-hosting. | anderspitman | 15789 |
| 86 | hctsaTutorial_BonnEEG | hctsa tutorial using the five-class Bonn EEG dataset | benfulcher | 26 |
| 87 | rob501 | Mathematics for Robotics | michiganrobotics | 1629 |
| 88 | mlops-platforms | Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow... | thoughtworks | 383 |
| 89 | Network-segmentation-cheat-sheet | Best practices for segmentation of the corporate network of any company | sergiomarotco | 3301 |
| 90 | the_cyber_plumbers_handbook | Free copy of The Cyber Plumber's Handbook - The definitive guide to Secure Shell (SSH) tunneling, port redirection, and bending traffic like a boss. | opsdisk | 2589 |
| 91 | nostr | a truly censorship-resistant alternative to Twitter that has a chance of working | nostr-protocol | 10188 |
| 92 | best_AI_papers_2021 | A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code. | louisfb01 | 2900 |
| 93 | intuitive-advanced-cryptography | Intuitive Advanced Cryptography | cryptosubtlety | 430 |
| 94 | PBR-White-Paper | ⚡️基于物理的渲染（PBR）白皮书 | White Paper of Physically Based Rendering(PBR) | QianMo | 1828 |
| 95 | Awesome-Federated-Learning-on-Graph-and-GNN-papers | Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN. | huweibo | 323 |
| 96 | awesome-graph-explainability-papers | Papers about explainability of GNNs | flyingdoog | 658 |
| 97 | awesome-reservoir-computing | Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN). | reservoirpy | 40 |
| 98 | top-github-users | Check your ranking in GitHub! Don't forget to star ⭐ this repository. | gayanvoice | 3875 |
| 99 | simple-awk | Simple and practical guide to awk. | adrianlarion | 229 |
| 100 | useful-sed | Useful sed scripts & patterns. | adrianlarion | 3557 |
| 101 | Fuzzing101 | An step by step fuzzing tutorial. A GitHub Security Lab initiative | antonio-morales | 3231 |
| 102 | cmu-10721-philosophy-machine-intelligence | Official repository for CMU Machine Learning Department's 10721: "Philosophical Foundations of Machine Intelligence". | acmi-lab | 260 |
| 103 | RL-Reading-Group | Reading papers, bit by bit. | ZIYU-DEEP | 6 |
| 104 | awesome-userscripts | 📖 A curated list of Awesome Userscripts. | awesome-scripts | 1935 |
| 105 | profanity | The world's largest profanity list. | surge-ai | 202 |
| 106 | paper-reading | 深度学习经典、新论文逐段精读 | mli | 27211 |
| 107 | Perspective_Julia_for_Biologists | Online material for the Perspective: "Julia for Biologists" presented at JuliaCon 2021: https://www.youtube.com/watch?v=gRj7E5kYG1I | ElisabethRoesch | 96 |
| 108 | NormalizationSurvey | This repo is for our paper: Normalization Techniques in Training DNNs: Methodology, Analysis and Application | huangleiBuaa | 84 |
| 109 | awesome-bayesian-statistics | A repository for collating all the resources such as articles, blogs, papers, and books related to Bayesian Statistics. | aayushmalik | 109 |
| 110 | online_neuroimaging_resources | a laundry list of resources for MRI, fMRI, EEG, MEG... | Remi-Gau | 32 |
| 111 | Helpful-tips | Voldemort108X | 6 | |
| 112 | GNNs-in-Network-Neuroscience | A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020. | basiralab | 215 |
| 113 | awesome-docker | 🐳 A curated list of Docker resources and projects | veggiemonk | 30517 |
| 114 | awesome-shell | A curated list of awesome command-line frameworks, toolkits, guides and gizmos. Inspired by awesome-php. | alebcay | 33198 |
| 115 | Awesome-Information-Bottleneck | This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby. | ZIYU-DEEP | 325 |
| 116 | effective-go-zh-en | 《Effective Go》中英双语版 | bingohuang | 2232 |
| 117 | big-neuro-ideas | An ongoing journal club for the study of big ideas in neuro | patrickmineault | 31 |
| 118 | Polar-Bear-Cnc-Machine | A multipurpose, 2 linear, 1 rotary axis cnc machine concept | kadirilkimen | 411 |
| 119 | books | "我的阅历" | yuanliangding | 2165 |
| 120 | awesome-pbr | A comprehensive collection of Physically Based Rendering resources. | neil3d | 99 |
| 121 | awesome-tips | jbhuang0604 | 3474 | |
| 122 | PronouncingNamesForEnglishSpeakers | A practical guide to how to pronounce non-English names for English speakers | SteveMCarroll | 487 |
| 123 | Lyricify-App | Lyricify (/lɪ'rɪsəfaɪ/), a fantastic app to provide scroll lyrics for Spotify (iTunes, Apple Music, Music Center, QQ Music, Netease Cloud Music, and YesPlayMusic are only supported by Lyricify 3). 一款为 Spotify 提供滚动歌词的软件。(iTunes、Apple Music、Music Center、QQ音乐、网易云音乐、YesPlayMusic 仅 Lyricify 3 支持) | WXRIW | 4574 |
| 124 | CCN_Association | 认知计算神经联盟 讨论会 | XBTinChina | 54 |
| 125 | awesome-explainable-graph-reasoning | A collection of research papers and software related to explainability in graph machine learning. | AstraZeneca | 1946 |
| 126 | CSSReview | This repository contains the paperlist of CSS. | thunlp | 26 |
| 127 | promise-fun | Promise packages, patterns, chat, and tutorials | sindresorhus | 4784 |
| 128 | ddia-references | Literature references for “Designing Data-Intensive Applications” | ept | 5971 |
| 129 | Shortest-LeetCode-Python-Solutions | Leet Code 刷题笔记 - - 不求最快最省，但求最短最优雅，Shorter is better here. | cy69855522 | 1129 |
| 130 | modern-unix | A collection of modern/faster/saner alternatives to common unix commands. | ibraheemdev | 31126 |
| 131 | Applied-Deep-Learning | Applied Deep Learning Course | maziarraissi | 3198 |
| 132 | orthopy | 📐 Orthogonal polynomials in all shapes and sizes. | sigma-py | 181 |
| 133 | awesome-jax | JAX - A curated list of resources https://github.com/google/jax | n2cholas | 1569 |
| 134 | Awesome-Bioinformatics | A curated list of awesome Bioinformatics libraries and software. | danielecook | 3196 |
| 135 | rose-pine-matplotlib | All natural pine, faux fur and a bit of soho vibes for the classy minimalist | h4pZ | 311 |
| 136 | Python-for-Scientists | A list of recommended Python libraries, and resources, intended for scientific Python users. | TomNicholas | 295 |
| 137 | trackerslist | Updated list of public BitTorrent trackers | ngosang | 47405 |
| 138 | TrackersListCollection | 🎈 Updated daily! A list of popular BitTorrent Trackers! / 每天更新！全网热门 BT Tracker 列表！ | XIU2 | 25990 |
| 139 | HCP-snippets | Simple and brief walkthroughs to help grad students/new users complete basic tasks with workbench command and common HCP pipeline output files. | iamdamion | 15 |
| 140 | awesome-contrastive-self-supervised-learning | A comprehensive list of awesome contrastive self-supervised learning papers. | asheeshcric | 1227 |
| 141 | Awesome-Best-Papers | Collect awesome best papers from top AI conferences. | familyld | 463 |
| 142 | Social-Knowledge-Graph-Papers | A paper list of research about social knowledge graph | jxh4945777 | 62 |
| 143 | dynamic-graph-papers | Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph | Cantoria | 425 |
| 144 | looper | A resource list for causality in statistics, data science and physics | msuzen | 255 |
| 145 | OpenCourseCatalog | Bilibili 公开课目录 | elder-frog | 4796 |
| 146 | awesome-jupyterlab-extension | 😎 A curated list of awesome Jupyterlab extension projects. 🌠 Detailed introduction with images. | Yogayu | 257 |
| 147 | zine-machine | A compact 3D-printed block printing press | gestalte-design | 180 |
| 148 | lizhi | 李志所有歌曲下载地址 Li Zhi all songs download address | PetalsOnaWet | 2986 |
| 149 | category-theory-resources | Resources for learning Category Theory for an enthusiast | prathyvsh | 605 |
| 150 | leetcode-algorithm | 分类整理leetcode算法题解，代码语言采用c++与python实现 | lxztju | 380 |
| 151 | one-python-craftsman | 来自一位 Pythonista 的编程经验分享，内容涵盖编码技巧、最佳实践与思维模式等方面。 | piglei | 6873 |
| 152 | spatiotemporal_datasets | Spatiotemporal datasets collected for network science, deep learning and general machine learning research. | benedekrozemberczki | 55 |
| 153 | Learn-Vim | Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖 | iggredible | 13794 |
| 154 | awesome-equivariant-network | Paper list for equivariant neural network | Chen-Cai-OSU | 1000 |
| 155 | data-engineer-roadmap | Roadmap to becoming a data engineer in 2021 | datastacktv | 12393 |
| 156 | best-of-jupyter | 🏆 A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly. | ml-tooling | 954 |
| 157 | best-of-python | 🏆 A ranked list of awesome Python open-source libraries and tools. Updated weekly. | ml-tooling | 3708 |
| 158 | best-of-web-python | 🏆 A ranked list of awesome python libraries for web development. Updated weekly. | ml-tooling | 2339 |
| 159 | best-of-ml-python | 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly. | ml-tooling | 18119 |
| 160 | sarcasticHN | traghav | 4 | |
| 161 | project-based-learning | Curated list of project-based tutorials | practical-tutorials | 205078 |
| 162 | Projects-from-Scratch | Read and do projects. | AlgoryL | 1592 |
| 163 | BayesianDeepLearning-Survey | Bayesian Deep Learning: A Survey | js05212 | 505 |
| 164 | ml-visuals | 🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing. | dair-ai | 13663 |
| 165 | Best_AI_paper_2020 | A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code | louisfb01 | 2230 |
| 166 | awesome-wsl | Awesome list dedicated to Windows Subsystem for Linux | sirredbeard | 5571 |
| 167 | Zero-to-Emacs-and-Org-roam | Step by step guide from zero to installing and setting up Emacs and Org-roam on Windows 10 | nobiot | 632 |
| 168 | awesome-codepoints | Awesome Code Points | Codepoints | 763 |
| 169 | collection | Collection of Hyperdimensional Computing Projects | HyperdimensionalComputing | 331 |
| 170 | awesome-image-registration | image registration related books, papers, videos, and toolboxes | Awesome-Image-Registration-Organization | 1265 |
| 171 | Machine-Learning-Session | shuhuai007 | 5103 | |
| 172 | ABigSurvey | A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML). | NiuTrans | 1998 |
| 173 | applied-ml | 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production. | eugeneyan | 27356 |
| 174 | Big-Ass-Data-Broker-Opt-Out-List | yaelwrites | 4372 | |
| 175 | ml-surveys | 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc. | eugeneyan | 2821 |
| 176 | awesome-concepts | Awesome list about all kinds of interesting topics: Laws, Principles, Mental Models, Cognitive Biases | lukasz-madon | 497 |
| 177 | GNN-algorithms | 图神经网络相关算法详述及实现 | wangyouze | 834 |
| 178 | ml-engineer-roadmap | WIP: Roadmap to becoming a machine learning engineer in 2020 | chris-chris | 2120 |
| 179 | lowlevelprogramming-university | How to be low-level programmer | gurugio | 10398 |
| 180 | BNN-ANN-papers | Papers : Biological and Artificial Neural Networks | takyamamoto | 72 |
| 181 | Multitask-Learning | Awesome Multitask Learning Resources | mbs0221-mlsys | 646 |
| 182 | awesome-workflow-engines | A curated list of awesome open source workflow engines | meirwah | 6458 |
| 183 | formal-systems-in-biology | Application of formal systems to model biological systems | prathyvsh | 469 |
| 184 | AdvancedML | Reading list for the Advanced Machine Learning Course | sjhwang82 | 367 |
| 185 | PyTorchTricks | Some tricks of pytorch... ⭐ | lartpang | 1160 |
| 186 | awesome-IntelliJ-IDEA | 收集一些 Intellij IDEA 的一些技巧 | xiaoxiunique | 3212 |
| 187 | Baidu-XunleiVIP | 百度网盘超级会员，迅雷会员、爱奇艺会员账号每日分享，还有优酷，腾讯，芒果等VIP。AND。百度网盘(百度云)不限速工具分享。 | VIP-Share | 2755 |
| 188 | EffectivePyTorch | PyTorch tutorials and best practices. | vahidk | 1657 |
| 189 | cpp17_in_TTs | Descriptions of C++17 features, presented mostly in "Tony Tables" (hey, the name wasn't my idea) | tvaneerd | 1204 |
| 190 | introRL | Intro to Reinforcement Learning (强化学习纲要） | zhoubolei | 3246 |
| 191 | awesome-catalyst-list | catalyst-team | 54 | |
| 192 | research-advice-list | A compilation of research advice. | TheShadow29 | 215 |
| 193 | SQL-exercise | Practice with "Real" SQL Problems | XD-DENG | 1350 |
| 194 | awesome-pipeline | A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin | pditommaso | 6211 |
| 195 | AI_Curriculum | Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley. | Machine-Learning-Tokyo | 2530 |
| 196 | paperd.ink | ESP32 based E-paper display. | paperdink | 240 |
| 197 | ATLASstylempl | Plot with matplotlib using ATLAS style | kratsg | 12 |
| 198 | EliteQuant | A list of online resources for quantitative modeling, trading, portfolio management | EliteQuant | 2999 |
| 199 | Tips-of-Feature-engineering | A feature engineering kit for each issue, to give you a deeper and deeper understanding of the work of feature engineering! | Pysamlam | 674 |
| 200 | Awesome-Paper-List | A curated list of repositories in which many NLP/CV/ML papers and related area resources are collected. | Doragd | 184 |
| 201 | Traefik-v2-examples | Traefik v2 guide by examples | DoTheEvo | 623 |
| 202 | awesome-hyper | 🖥 Delightful Hyper plugins, themes, and resources | bnb | 10731 |
| 203 | awesome-desktop-js | 🖥️ A list of awesome packages and frameworks for implementing javascript applications on the desktop | styfle | 811 |
| 204 | backendlore | How I write backends | fpereiro | 5140 |
| 205 | papers_we_read | Summaries for exciting works in the field of Deep Learning. | vlgiitr | 345 |
| 206 | pytorch_tricks | some tircks for PyTorch | demuxin | 578 |
| 207 | reverse-proxy-confs | These confs are pulled into our SWAG image: https://github.com/linuxserver/docker-swag | linuxserver | 1374 |
| 208 | DL_Topics | List of DL topics and resources essential for cracking interviews | vlgiitr | 443 |
| 209 | awesome-python-data-science | Probably the best curated list of data science software in Python. | krzjoa | 2606 |
| 210 | graph-adversarial-learning-literature | A curated list of adversarial attacks and defenses papers on graph-structured data. | safe-graph | 834 |
| 211 | awesome-self-supervised-learning | A curated list of awesome self-supervised methods | jason718 | 6175 |
| 212 | awesome-multimodal-ml | Reading list for research topics in multimodal machine learning | pliang279 | 6103 |
| 213 | DeepRL | Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone | NeuronDance | 2387 |
| 214 | The-Open-Book | joeycastillo | 7535 | |
| 215 | IntelliJ-IDEA-Tutorial | IntelliJ IDEA 简体中文专题教程 | judasn | 21873 |
| 216 | PLMpapers | Must-read Papers on pre-trained language models. | thunlp | 3330 |
| 217 | HIN-Datasets-for-Recommendation-and-Network-Embedding | Heterogeneous Information Network Datasets for Recommendation and Network Embedding | librahu | 334 |
| 218 | Awesome-Learning-with-Label-Noise | A curated list of resources for Learning with Noisy Labels | subeeshvasu | 2641 |
| 219 | XAI-papers | anguyen8 | 563 | |
| 220 | bypass-paywalls-firefox | Bypass Paywalls for Firefox | iamadamdev | 3372 |
| 221 | transformer | A collection of resources to study Transformers in depth. | sannykim | 511 |
| 222 | awesome-deepbio | A curated list of awesome deep learning applications in the field of computational biology | gokceneraslan | 1890 |
| 223 | awesome-actions | A curated list of awesome actions to use on GitHub | sdras | 25211 |
| 224 | raymarching-workshop | An Introduction to Raymarching | electricsquare | 967 |
| 225 | awesome-shodan-queries | 🔍 A collection of interesting, funny, and depressing search queries to plug into shodan.io 👩💻 | jakejarvis | 5866 |
| 226 | Computer-Vision-Leaderboard | Comparison of famous convolutional neural network models | kobiso | 321 |
| 227 | design-patterns-for-humans-cn | 设计模式超简单的解释 - An ultra-simplified explanation to design patterns | guanguans | 3423 |
| 228 | CNN-Visualization | CNN可视化、理解CNN | scutan90 | 671 |
| 229 | OpenHAK_Hardware | Opensource Health Activity Kit Hardware files | OpenHAK | 40 |
| 230 | pyMOU | Light package for connectivity estimation of the multivariate Ornstein-Uhlenbeck process (MOU). THE PACKAGE HAS BEEN MOVED TO https://github.com/mb-BCA/pyMOU | MatthieuGilson | 6 |
| 231 | DL-neuro_Papers | Collection of resources dealing with convergence of DL and neuro | arnaghosh | 36 |
| 232 | brain-networks-across-the-web | list of brain networks ready to be downloaded for your brainhacking pleasure | faskowit | 71 |
| 233 | LiteratureDL4Graph | A comprehensive collection of recent papers on graph deep learning | DeepGraphLearning | 3071 |
| 234 | templateflow | The TemplateFlow Archive - A DataLad super-dataset | templateflow | 72 |
| 235 | nlp-competitions-list-review | 复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！ | zhpmatrix | 2675 |
| 236 | awesome-cognitive-science-and-deep-learning | A curated list of resources dedicated to bridge between Cognitive Science and Deep Learning | robi56 | 71 |
| 237 | OpenScienceRoom2019 | Schedule and resources from the OHBM Open Science Room: Rome 2019 | ohbm | 16 |
| 238 | neurolab-hardware | Neurolab Hardware | fossasia | 1547 |
| 239 | Paper-List | A reading paper list which is mainted daily | ConanCui | 218 |
| 240 | open-computational-neuroscience-resources | A publicly-editable collection of open computational neuroscience resources | asoplata | 566 |
| 241 | ros2 | The Robot Operating System, is a meta operating system for robots. | ros2 | 3647 |
| 242 | weekly | For community discussion on the weekly topics, please click here https://github.com/data-com/discussions | data-com | 65 |
| 243 | single_file_libs | List of single-file C/C++ libraries. | nothings | 8995 |
| 244 | awesome-javascript-learning | A tiny list limited to the best JavaScript Learning Resources | micromata | 5356 |
| 245 | awesome-quantum-software | Curated list of open-source quantum software projects. | qosf | 1486 |
| 246 | awesome-capsule-networks | A curated list of awesome resources related to capsule networks | sekwiatkowski | 974 |
| 247 | pumpkin-book | 《机器学习》（西瓜书）公式详解 | datawhalechina | 24092 |
| 248 | pwc | This repository is no longer maintained. | zziz | 15401 |
| 249 | neuro-graph | simplified graph theory for brain network analysis and visualization | mrstepanovic | 6 |
| 250 | Representation-Learning-on-Heterogeneous-Graph | Representation-Learning-on-Heterogeneous-Graph | Jhy1993 | 436 |
| 251 | Deep-Tutorials-for-PyTorch | In-depth tutorials for implementing deep learning models on your own with PyTorch. | sgrvinod | 1512 |
| 252 | awesome-quantum-ml | Curated list of awesome papers and resources in quantum machine learning | artix41 | 371 |
| 253 | awesome-emacs | A community driven list of useful Emacs packages, libraries and other items. | emacs-tw | 8592 |
| 254 | how-to-learn-robotics | 开源机器人学学习指南 | qqfly | 1470 |
| 255 | deeplearning-biology | A list of deep learning implementations in biology | hussius | 2022 |
| 256 | Awesome-pytorch-list | A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc. | bharathgs | 15479 |
| 257 | dynamic-KG | Dynamic (Temporal) Knowledge Graph Completion (Reasoning) | woojeongjin | 588 |
| 258 | NDL_MNI | Github repository for Neuroscience and Deep Learning reading group at the Montreal Neurological Institute | arnaghosh | 17 |
| 259 | hacker-news-undocumented | Some of the hidden norms about Hacker News not otherwise covered in the Guidelines and the FAQ. | minimaxir | 3633 |
| 260 | Matrix-Calculus-Tutorial | Matrix Calculus via Differentials, Matrix Derivative, 矩阵求导教程 | LynnHo | 264 |
| 261 | VPS-Recommendation | 列舉出靠譜、實惠、優秀的VPS供應商，歡迎留言完善 | Captain-Alan | 420 |
| 262 | spatio-temporal-paper-list | Spatio-temporal modeling 论文列表（主要是graph convolution相关) | Eilene | 524 |
| 263 | Graph-Neural-Network-Review | talorwu | 438 | |
| 264 | MathsDL-spring19 | Mathematics of Deep Learning, Courant Insititute, Spring 19 | joanbruna | 272 |
| 265 | AAI-site | NYU PSYCH-GA 3405.001 / DS-GA 3001.014 : Advancing AI through cognitive science | brendenlake | 131 |
| 266 | DeepMind-Advanced-Deep-Learning-and-Reinforcement-Learning | Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind | enggen | 820 |
| 267 | graph-based-nn | Graph Convolutional Networks (GCNs) | sungyongs | 911 |
| 268 | Must-read-papers-and-continuous-tracking-on-Graph-Neural-Network-GNN-progress | Papers on Graph neural network(GNN) | jdlc105 | 758 |
| 269 | Awesome-Graph-Neural-Networks | Paper Lists for Graph Neural Networks | TrustAGI-Lab | 2214 |
| 270 | AlphaTree-graphic-deep-neural-network | AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱 | weslynn | 2773 |
| 271 | GNNPapers | Must-read papers on graph neural networks (GNN) | thunlp | 16054 |
| 272 | model-based-papers | My reading list for model-based control | danfeiX | 150 |
| 273 | the-book-of-secret-knowledge | A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more. | trimstray | 149492 |
| 274 | How-to-Grow-Neat-Software-Architecture-out-of-Jupyter-Notebooks | Growing the code out of your notebooks - the right way. | guillaume-chevalier | 526 |
| 275 | awesome-deepneuroimage | A curated list of awesome deep learning applications in the field of neurological image analysis | alxndrkalinin | 150 |
| 276 | multiBrain | A list of brain imaging datasets with multiple scans per subject. Feel free to update the list via 'pull requests'! | Conxz | 85 |
| 277 | daizhigev20 | 殆知阁古代文献 | garychowcmu | 1294 |
| 278 | Data-Competition-TopSolution | Data competition Top Solution 数据竞赛top解决方案开源整理 | Smilexuhc | 3354 |
| 279 | ThreatHunting | An informational repo about hunting for adversaries in your IT environment. | ThreatHuntingProject | 1722 |
| 280 | growing-up | 程序猿成长计划 | mylxsw | 2305 |
| 281 | best-of-jupyter | Jupyter Tips, Tricks, Best Practices with Sample Code for Productivity Boost | NirantK | 420 |
| 282 | Graph-Reading-Group | Weekly reading group on Graphs at Mila | shagunsodhani | 279 |
| 283 | awesome-network-embedding | A curated list of network embedding techniques. | chihming | 2593 |
| 284 | replacing-bash-scripting-with-python | Guide on using using python for administrative scripting | ninjaaron | 1061 |
| 285 | spellbook-of-modern-webdev | A Big Picture, Thesaurus, and Taxonomy of Modern JavaScript Web Development | dexteryy | 17186 |
| 286 | awesome-AutoHotkey | A curated list of awesome AutoHotkey libraries, library distributions, scripts, tools and resources. | ahkscript | 2667 |
| 287 | cloud-gpus | This repository contains information about Cloud GPU offerings for Machine Learning practitioners. | binga | 460 |
| 288 | awesome-functional-python | A curated list of awesome things related to functional programming in Python. | sfermigier | 2327 |
| 289 | entanglion | The world's first open source quantum computing board game | Entanglion | 452 |
| 290 | awesome-quantum-computing | A curated list of awesome quantum computing learning and developing resources. | desireevl | 2569 |
| 291 | architect-awesome | 后端架构师技术图谱 | xingshaocheng | 59850 |
| 292 | ways-of-working | Ways of Working (WoW) with team principles, values, tenets, ground rules, aspirations, norms, working agreements, shared expectations, and group understandings | joelparkerhenderson | 651 |
| 293 | elements-of-python-style | Goes beyond PEP8 to discuss what makes Python code feel great. A Strunk & White for Python. | amontalenti | 3451 |
| 294 | greyhame-2017 | 知识星球"灰袍技能" 2017 精华 | ChrisLinn | 793 |
| 295 | spiking-neuron-models | computational neuroscience reading notes | neuronstar | 78 |
| 296 | awesome-research | 🌱 a curated list of tools to help you with your research/life; I built a front end around this repo, please use the link below [This repo is deprecated. Instead, I maintain all the contents using the following website] | emptymalei | 2096 |
| 297 | awesome-ipsum | A curated list of awesome lorem ipsum generators. | templeman | 534 |
| 298 | chinese-copywriting-guidelines | Chinese copywriting guidelines for better written communication／中文文案排版指北 | sparanoid | 14320 |
| 299 | awesome-podcasts | Collection of awesome podcasts | rShetty | 12311 |
| 300 | awesome-writing | An awesome list of information to help developers write better, kinder, more helpful documentation and learning materials | jenniferlynparsons | 667 |
| 301 | the-incredible-pytorch | The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch. | ritchieng | 11524 |
| 302 | tensorlayer-tricks | How to use TensorLayer | wagamamaz | 345 |
| 303 | book | 学习笔记 | qyuhen | 12520 |
| 304 | blog | gamedev blog | a327ex | 3263 |
| 305 | python3_with_pleasure | A short guide on features of Python 3 with examples | arogozhnikov | 3626 |
| 306 | exercism | Crowd-sourced code mentorship. Practice having thoughtful conversations about code. | exercism | 7367 |
| 307 | awesome-cold-showers | For when people get too hyped up about things | hwayne | 7278 |
| 308 | microservices | Microservices from Design to Deployment 中文版 《微服务：从设计到部署》 | DocsHome | 5141 |
| 309 | math-as-code | a cheat-sheet for mathematical notation in code form | Experience-Monks | 15047 |
| 310 | CTF-pwn-tips | Here record some tips about pwn. Something is obsoleted and won't be updated. Sorry about that. | Naetw | 1740 |
| 311 | pycrumbs | Bits and bytes of Python from the Internet | kirang89 | 3219 |
| 312 | awesome-python | A curated list of awesome Python frameworks, libraries and software. | uhub | 1135 |
| 313 | understanding-math | Links to resources talking about how to learn & understand mathematics, and mathematical language, terminology and notation. | nbro | 1071 |
| 314 | gold-miner | 🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台： | xitu | 33810 |
| 315 | reverse-engineering | List of awesome reverse engineering resources | wtsxDev | 8957 |
| 316 | git-flight-rules | Flight rules for git | k88hudson | 41922 |
| 317 | awesome-falsehood | 😱 Falsehoods Programmers Believe in | kdeldycke | 24158 |
| 318 | state-of-the-art-result-for-machine-learning-problems | This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately. | RedditSota | 8944 |
| 319 | awesome-linux | 🐧 A list of awesome projects and resources that make Linux even more awesome. 🐧 | inputsh | 4343 |
| 320 | Front-End-Checklist | 🗂 The perfect Front-End Checklist for modern websites and meticulous developers | thedaviddias | 69061 |
| 321 | Awesome-Hacking-Resources | A collection of hacking / penetration testing resources to make you better! | vitalysim | 15391 |
| 322 | open_source_team | 国内顶尖团队的开源地址 | niezhiyang | 3769 |
| 323 | bettercap | DEPRECATED, bettercap developement moved here: https://github.com/bettercap/bettercap | evilsocket | 2501 |
| 324 | awesome-coins | ₿ A guide (for humans!) to cryto-currencies and their algos. | Zheaoli | 3890 |
| 325 | every-programmer-should-know | A collection of (mostly) technical things every software developer should know about | mtdvio | 83561 |
| 326 | genwan-font | A free font family derived from Source Han Serif. | ButTaiwan | 593 |
| 327 | genryu-font | A free font family derived from Source Han Serif. | ButTaiwan | 598 |
| 328 | genyo-font | Free font derived from Source Han Serif | ButTaiwan | 723 |
| 329 | Amazing-Windows-Apps | 📗Introduce you amazing Windows apps🕶READ ONLINE 👉 | AmazingApps | 1164 |
| 330 | Probable-Wordlists | Version 2 is live! Wordlists sorted by probability originally created for password generation and testing - make sure your passwords aren't popular! | berzerk0 | 8702 |
| 331 | wifi-cracking | Crack WPA/WPA2 Wi-Fi Routers with Airodump-ng and Aircrack-ng/Hashcat | brannondorsey | 11443 |
| 332 | learn-regex | Learn regex the easy way | ziishaned | 45685 |
| 333 | EffectiveTensorflow | TensorFlow tutorials and best practices. | vahidk | 8621 |
| 334 | Best-websites-a-programmer-should-visit | 🔗 Some useful websites for programmers. | sdmg15 | 61933 |
| 335 | API-Security-Checklist | Checklist of the most important security countermeasures when designing, testing, and releasing your API | shieldfy | 22491 |
| 336 | cheatsheets-ai | Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5 | kailashahirwar | 15125 |
| 337 | awesome-neuroscience | A curated list of awesome neuroscience libraries, software and any content related to the domain. | analyticalmonk | 1315 |
| 338 | MachineLearning | Machine learning resources | allmachinelearning | 3474 |
| 339 | Delving-deep-into-GANs | Generative Adversarial Networks (GANs) resources sorted by citations | GKalliatakis | 856 |
| 340 | Awesome | 💻 🎉 An awesome & curated list of best applications and tools for Windows. | Awesome-Windows | 28635 |
| 341 | tensorflow-tutorial | TensorFlow and Deep Learning Tutorials | wagamamaz | 736 |
| 342 | awesome-talks | Awesome online talks and screencasts | JanVanRyswyck | 6093 |
| 343 | awesome-algorithms | A curated list of awesome places to learn and/or practice algorithms. | tayllan | 20914 |
| 344 | design-patterns-for-humans | An ultra-simplified explanation to design patterns | kamranahmedse | 45468 |
| 345 | fp-jargon-zh | 函数式编程术语及示例。本项目译自 https://github.com/hemanth/functional-programming-jargon | shfshanyue | 1282 |
| 346 | awesome-functional-programming | Yet another resource for collecting articles, videos etc. regarding functional programming | xgrommx | 3466 |
| 347 | Awesome-Hacking | A collection of various awesome lists for hackers, pentesters and security researchers | Hack-with-Github | 85856 |
| 348 | You-Dont-Know-JS | A book series on JavaScript. @YDKJS on twitter. | getify | 179891 |
| 349 | Become-A-Full-Stack-Web-Developer | Free resources for learning Full Stack Web Development | bmorelli25 | 17301 |
| 350 | bash-guide | A guide to learn bash | Idnan | 11869 |
| 351 | ai-resources | Selection of resources to learn Artificial Intelligence / Machine Learning / Statistical Inference / Deep Learning / Reinforcement Learning | memo | 625 |
| 352 | awesome-computer-vision | A curated list of awesome computer vision resources | jbhuang0604 | 21054 |
| 353 | awesome_3DReconstruction_list | A curated list of papers & resources linked to 3D reconstruction from images. | openMVG | 4171 |
| 354 | Neural-Networks-on-Silicon | This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture. | fengbintu | 1870 |
| 355 | lectures | Oxford Deep NLP 2017 course | oxford-cs-deepnlp-2017 | 15689 |
| 356 | keras-resources | Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library | fchollet | 3252 |
| 357 | Public-APIs | 📚 A public list of APIs from round the web. | n0shake | 21535 |
| 358 | awesome-electronics | A curated list of awesome resources for Electronic Engineers and hobbyists | kitspace | 6010 |
| 359 | awesome-javascript | 🐢 A collection of awesome browser-side JavaScript libraries, resources and shiny things. | sorrycc | 33704 |
| 360 | awesome-casestudy | 📕 Curated list of technical case studies on WebGL and creative development | luruke | 2567 |
| 361 | ganhacks | starter from "How to Train a GAN?" at NIPS2016 | soumith | 11466 |
| 362 | awesome-bits | 💻 A curated list of awesome bitwise operations and tricks | keon | 3061 |
| 363 | stack-on-a-budget | A collection of services with great free tiers for developers on a budget. Sponsored by Mockoon, the best mock API tool. https://mockoon.com | 255kb | 12138 |
| 364 | modern-cpp-features | A cheatsheet of modern C++ language and library features. | AnthonyCalandra | 19783 |
| 365 | art-of-readme | 💌 Things I've learned about writing good READMEs. | hackergrrl | 7037 |
| 366 | TheRemoteFreelancer | Listing of community-curated resources to find topical remote freelance & contract work for software developers, web designers, and more! | engineerapart | 7254 |
| 367 | games | 🎮 A list of popular/awesome video games, add-ons, maps, etc. hosted on GitHub. Any genre. Any platform. Any engine. | leereilly | 22931 |
| 368 | deeplearning-papernotes | Summaries and notes on Deep Learning research papers | dennybritz | 4412 |
| 369 | awesome-crawler | A collection of awesome web crawler,spider in different languages | BruceDone | 6495 |
| 370 | coding-interview-university | A complete computer science study plan to become a software engineer. | jwasham | 307202 |
| 371 | awesome-OpenSourcePhotography | A list of awesome free open source software & libraries for photography. Also tools for video. | ibaaj | 550 |
| 372 | awesome-okr | A curated list about OKR (Objective - Key Results) | domenicosolazzo | 1632 |
| 373 | awesome-design | 🌟 Curated design resources from all over the world. | gztchan | 15688 |
| 374 | CommAI-env | A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130 | facebookresearch | 1328 |
| 375 | awesome-selfhosted | A list of Free Software network services and web applications which can be hosted on your own servers | awesome-selfhosted | 204244 |
| 376 | awesome-deep-learning | A curated list of awesome Deep Learning tutorials, projects and communities. | ChristosChristofidis | 24298 |
| 377 | functional-programming-jargon | Jargon from the functional programming world in simple terms! | hemanth | 18609 |
| 378 | pointers-for-software-engineers | A curated list of topics to start learning software engineering | vicoyeh | 5715 |
| 379 | awesome-static-website-services | 📄 🛠 A curated list of awesome static websites services | agarrharr | 1862 |
| 380 | awesome-d3 | A list of D3 libraries, plugins and utilities | wbkd | 5210 |
| 381 | awesome-stock-resources | 🌇 A collection of links for free stock photography, video and Illustration websites | neutraltone | 13051 |
| 382 | frontend-guidelines | Some HTML, CSS and JS best practices. | bendc | 8286 |
| 383 | ToolsOfTheTrade | Tools of The Trade, from Hacker News. | cjbarber | 16591 |
| 384 | css-protips | ⚡️ A collection of tips to help take your CSS skills pro 🦾 | AllThingsSmitty | 28433 |
| 385 | Projects | 📃 A list of practical projects that anyone can solve in any programming language. | karan | 45344 |
| 386 | what-happens-when | An attempt to answer the age old interview question "What happens when you type google.com into your browser and press enter?" | alex | 40214 |
| 387 | awesome-courses | 📚 List of awesome university courses for learning Computer Science! | prakhar1989 | 57625 |
| 388 | computer-science | 🎓 Path to a free self-taught education in Computer Science! | ossu | 172654 |
| 389 | HEAD | A simple guide to HTML <head> elements | joshbuchea | 29995 |
| 390 | the-art-of-command-line | Master the command line, in one page | jlevy | 153784 |
| 391 | ES6-for-humans | A kickstarter guide to writing ES6 | metagrover | 7018 |
| 392 | marp | The site of classic Markdown presentation writer app | yhatt | 7889 |
| 393 | awesome-cpp | A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff. | fffaraz | 60120 |
| 394 | speech-language-processing | A curated list of speech and natural language processing resources | edobashira | 2202 |
| 395 | awesome-datascience | 📝 An awesome Data Science repository to learn and apply for real world problems. | academic | 25186 |
| 396 | awesome-dataviz | 📈 A curated list of awesome data visualization libraries and resources. | hal9ai | 3813 |
| 397 | Machine-Learning-Tutorials | machine learning and deep learning tutorials, articles and other resources | ujjwalkarn | 15590 |
| 398 | awesome-hacking | A curated list of awesome Hacking tutorials, tools and resources | carpedm20 | 13211 |
| 399 | awesome | 😎 Awesome lists about all kinds of interesting topics | sindresorhus | 334438 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | AWSGoat | AWSGoat : A Damn Vulnerable AWS Infrastructure | ine-labs | 1752 |
| 2 | rss-bridge | The RSS feed for websites missing it | RSS-Bridge | 7361 |
| 3 | zotprime | Full packaged on-premise Zotero platform | FiligranHQ | 325 |
| 4 | grav | Modern, Crazy Fast, Ridiculously Easy and Amazingly Powerful Flat-File CMS powered by PHP, Markdown, Twig, and Symfony | getgrav | 14582 |
| 5 | 2019-wuhan-coronavirus-data | 2019 Wuhan Coronavirus data (COVID-19 / 2019-nCoV) | globalcitizen | 618 |
| 6 | FreshRSS | A free, self-hostable news aggregator… | FreshRSS | 10015 |
| 7 | Shaarli | The personal, minimalist, super-fast, database free, bookmarking service - community repo | shaarli | 3453 |
| 8 | SecLists | SecLists is the security tester's companion. It's a collection of multiple types of lists used during security assessments, collected in one place. List types include usernames, passwords, URLs, sensitive data patterns, fuzzing payloads, web shells, and many more. | danielmiessler | 58804 |
| 9 | DVWA | Damn Vulnerable Web Application (DVWA) | digininja | 10329 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | pov25 | Ray tracing 25 scenes in 25 days with POV-Ray | susam | 156 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | surf-ice | GLSL surface rendering source code. Compiled versions available from NITRC. Loads 3DS, CTM, DXF, FreeSurfer, GII (GIfTI), GTS, LWO2, MS3D, MZ3, NV (BrainNetViewer), OBJ, OFF, PLY, STL, VTK. Tractography formats include BFloat, PDB, TCK, TRK, and VTK. Also NIfTI format voxelwise images. | neurolabusc | 105 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | stow | GNU Stow - mirror of savannah git repository occasionally with more bleeding-edge branches | aspiers | 675 |
| 2 | diff-so-fancy | Good-lookin' diffs. Actually… nah… The best-lookin' diffs. 🎉 | so-fancy | 17392 |
| 3 | stixfonts | OpenType Unicode fonts for Scientific, Technical, and Mathematical texts | stipub | 727 |
| 4 | clusterflow | A pipelining tool to automate and standardise bioinformatics analyses on cluster environments. | ewels | 97 |
| 5 | EQGRP | Decrypted content of eqgrp-auction-file.tar.xz | x0rz | 4099 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | effectsize | 🐉 Compute and work with indices of effect size and standardized parameters | easystats | 338 |
| 2 | The-Art-of-Linear-Algebra | Graphic notes on Gilbert Strang's "Linear Algebra for Everyone" | kenjihiranabe | 18056 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | winutil | Chris Titus Tech's Windows Utility - Install Programs, Tweaks, Fixes, and Updates | ChrisTitusTech | 24640 |
| 2 | CCStopper | [Archived] Stops Adobe's pesky background apps and more 😉 | t4rra | 1066 |
| 3 | Sophia-Script-for-Windows | ⚡ The most powerful PowerShell module for fine-tuning Windows | farag2 | 7786 |
| 4 | Win10-Initial-Setup-Script | PowerShell script for automation of routine tasks done after fresh installations of Windows 10 / Server 2016 / Server 2019 | Disassembler0 | 4696 |
| 5 | Scoop | A command-line installer for Windows. | ScoopInstaller | 21323 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | open-source-rover | A build-it-yourself, 6-wheel rover based on the rovers on Mars! | nasa-jpl | 8619 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | blockchain-demo | A web-based demonstration of blockchain concepts. | anders94 | 5239 |
| Name | Description | Author | Stars | |
|---|---|---|---|---|
| 1 | warp | A Python framework for high performance GPU simulation and graphics | NVIDIA | 4276 |
| 2 | hoi | Higher-Order Interactions | brainets | 32 |
| 3 | cuda-python | CUDA Python Low-level Bindings | NVIDIA | 978 |
| 4 | mesa | Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors. | projectmesa | 2538 |
| 5 | blendify | Lightweight Python framework that provides a high-level API for creating and rendering scenes with Blender. | ptrvilya | 763 |
| 6 | pgmpy | Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks. | pgmpy | 2754 |
| 7 | pypalettes | A large (+2500) collection of color maps for Python | JosephBARBIERDARNAL | 244 |
| 8 | moderngl | Modern OpenGL binding for Python | moderngl | 1942 |
| 9 | scikit-decide | AI framework for Reinforcement Learning, Automated Planning and Scheduling | airbus | 142 |
| 10 | discrete-optimization | Discrete Optimization is a python library to ease the definition and re-use of discrete optimization problems and solvers. | airbus | 42 |
| 11 | pypop | [JMLR-2024] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their Large-Scale versions/variants (-> evolutionary algorithms/swarm-based optimizers/pattern search/random search/...). https://jmlr.org/papers/v25/23-0386.html | Evolutionary-Intelligence | 212 |
| 12 | nicegui | Create web-based user interfaces with Python. The nice way. | zauberzeug | 10168 |
| 13 | MRzero-Core | MRsources | 29 | |
| 14 | tools | Python package with helper tools for the nf-core community. | nf-core | 242 |
| 15 | abseil-py | Abseil Common Libraries (Python) | abseil | 2300 |
| 16 | niftyone | Large-scale neuroimaging visualization using FiftyOne | childmindresearch | 4 |
| 17 | styx | Compile Python command line tool wrappers from Boutiques descriptors | childmindresearch | 4 |
| 18 | s3ql | a full featured file system for online data storage | s3ql | 1117 |
| 19 | moshi | kyutai-labs | 6810 | |
| 20 | depyf | depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile. | thuml | 502 |
| 21 | narwhals | Lightweight and extensible compatibility layer between dataframe libraries! | narwhals-dev | 608 |
| 22 | embetter | just a bunch of useful embeddings | koaning | 467 |
| 23 | mem0 | The Memory layer for your AI apps | mem0ai | 22960 |
| 24 | torchgeo | TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data | microsoft | 2777 |
| 25 | nemos | NEural MOdelS, a statistical modeling framework for neuroscience. | flatironinstitute | 82 |
| 26 | zarr-python | An implementation of chunked, compressed, N-dimensional arrays for Python. | zarr-developers | 1529 |
| 27 | kotaemon | An open-source RAG-based tool for chatting with your documents. | Cinnamon | 17505 |
| 28 | pymacaroons | A Python Macaroon Library | ecordell | 80 |
| 29 | llm | Access large language models from the command-line | simonw | 4815 |
| 30 | bigtree | Tree Implementation and Methods for Python, integrated with list, dictionary, pandas and polars DataFrame. | kayjan | 169 |
| 31 | copilot-patterns | This document is a compilation of best practices for AI-Native development, curated by our community. Discover useful tips and tricks for leveraging tools to improve your AI development process. | yuhattor | 309 |
| 32 | deepmriprep | Neural network-based preprocessing of MRI data: Prepping brain images in seconds 🔥 | wwu-mmll | 21 |
| 33 | FindMyFlipper | The FindMy Flipper app turns your FlipperZero into an AirTag or other tracking device, compatible with Apple AirTags and Samsung SmartTag and Tile Trackers. It uses the BLE beacon to broadcast, allowing users to clone existing tags, generate OpenHaystack key pairs for Apple's FindMy network, and customize beacon intervals and transmit power. | MatthewKuKanich | 1578 |
| 34 | cross-species-mapper | A webapp for translational exploration between humans and macaques. | childmindresearch | 2 |
| 35 | pyvideotrans | Translate the video from one language to another and add dubbing. 将视频从一种语言翻译为另一种语言，同时支持语音识别转录、语音合成、字幕翻译。 | jianchang512 | 10827 |
| 36 | langgraph | Build resilient language agents as graphs. | langchain-ai | 6797 |
| 37 | batgrl | badass terminal graphics library | salt-die | 433 |
| 38 | niwrap | childmindresearch | 9 | |
| 39 | HyperNetX | Python package for hypergraph analysis and visualization. | pnnl | 557 |
| 40 | torchsde | Differentiable SDE solvers with GPU support and efficient sensitivity analysis. | google-research | 1584 |
| 41 | neuromancer | Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control. | pnnl | 953 |
| 42 | 0xtools | 0x.Tools: X-Ray vision for Linux systems | tanelpoder | 1459 |
| 43 | rapids_singlecell | Rapids_singlecell: A GPU-accelerated tool for scRNA analysis. Offers seamless scverse compatibility for efficient single-cell data processing and analysis. | scverse | 153 |
| 44 | hyve | Interactive and static 3D visualisation for functional brain mapping | hypercoil | 5 |
| 45 | hypercoil | A differentiable program for mapping brain function | hypercoil | 5 |
| 46 | mec | Code for minimum-entropy coupling. | ssokota | 30 |
| 47 | cellrank | CellRank: dynamics from multi-view single-cell data | theislab | 351 |
| 48 | msa | Hopefully, a compact and general-purpose Python package for Multiperturbation Shapley value Analysis (MSA). | kuffmode | 17 |
| 49 | WeChatMsg | 提取微信聊天记录，将其导出成HTML、Word、Excel文档永久保存，对聊天记录进行分析生成年度聊天报告，用聊天数据训练专属于个人的AI聊天助手 | LC044 | 34771 |
| 50 | flox | Fast & furious GroupBy operations for dask.array | xarray-contrib | 124 |
| 51 | gallery-dl | Command-line program to download image galleries and collections from several image hosting sites | mikf | 11987 |
| 52 | skglm | Fast and modular sklearn replacement for generalized linear models | scikit-learn-contrib | 158 |
| 53 | dpnp | Data Parallel Extension for NumPy | IntelPython | 99 |
| 54 | numba-dpex | Data Parallel Extension for Numba | IntelPython | 77 |
| 55 | hazardous | Competing Risks and Survival Analysis | soda-inria | 57 |
| 56 | fairlearn | A Python package to assess and improve fairness of machine learning models. | fairlearn | 1952 |
| 57 | causallib | A Python package for modular causal inference analysis and model evaluations | BiomedSciAI | 737 |
| 58 | llm4papers | KordingLab | 23 | |
| 59 | movement | Python tools for analysing body movements across space and time | neuroinformatics-unit | 105 |
| 60 | terminaltexteffects | TerminalTextEffects (TTE) is a terminal visual effects engine, application, and Python library. | ChrisBuilds | 2914 |
| 61 | Scrapegraph-ai | Python scraper based on AI | ScrapeGraphAI | 15883 |
| 62 | nigsp | NiGSP: a module for graph signal processing on neuroimaging data | MIPLabCH | 19 |
| 63 | pyinfra | pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands. | pyinfra-dev | 3920 |
| 64 | cloudgoat | CloudGoat is Rhino Security Labs' "Vulnerable by Design" AWS deployment tool | RhinoSecurityLabs | 2979 |
| 65 | xpra | Persistent remote applications for X11; screen sharing for X11, MacOS and MSWindows. | Xpra-org | 1991 |
| 66 | manim | Animation engine for explanatory math videos | 3b1b | 71156 |
| 67 | WMHP | Pipeline and algorithm to segment white matter hyperintensities in acute ischemic stroke patients | mdschirmer | 1 |
| 68 | glmpca-py | generalized principal component analysis (GLM-PCA) implemented in python | willtownes | 57 |
| 69 | leidenalg | Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python. | vtraag | 621 |
| 70 | penzai | A JAX research toolkit for building, editing, and visualizing neural networks. | google-deepmind | 1681 |
| 71 | SSAPy | A Python package allowing for fast and precise orbital modeling. | LLNL | 36 |
| 72 | Cho2024_MEEG_RSN | Scripts for the Cho et al. (2024) manuscript | OHBA-analysis | 5 |
| 73 | skops | skops is a Python library helping you share your scikit-learn based models and put them in production | skops-dev | 452 |
| 74 | MolecularNodes | Toolbox for molecular animations in Blender, powered by Geometry Nodes. | BradyAJohnston | 916 |
| 75 | SiReNetA | Stimulus-Response Network Analysis | mb-BCA | 4 |
| 76 | posteriors | Uncertainty quantification with PyTorch | normal-computing | 329 |
| 77 | krakencoder | kjamison | 14 | |
| 78 | ComfyUI-ArtGallery | Prompt Visualization | Art Gallery | ZHO-ZHO-ZHO | 442 |
| 79 | ehrapy | Electronic Health Record Analysis with Python. | theislab | 234 |
| 80 | cookiecutter-hypermodern-python | Hypermodern Python Cookiecutter | cjolowicz | 1820 |
| 81 | aider | aider is AI pair programming in your terminal | Aider-AI | 22414 |
| 82 | open-parse | Improved file parsing for LLM’s | Filimoa | 2527 |
| 83 | pygfx | Powerful and versatile visualization for Python. | pygfx | 532 |
| 84 | umap_tsne_experiment | Testing if UMAP/tSNE overfit their intrinsic dimensionality | scottyler89 | 13 |
| 85 | figures_from_pca_paper | mwshinn | 8 | |
| 86 | kitty | Cross-platform, fast, feature-rich, GPU based terminal | kovidgoyal | 24721 |
| 87 | DAPPER | Data Assimilation with Python: a Package for Experimental Research | nansencenter | 355 |
| 88 | ratarmount | Access large archives as a filesystem efficiently, e.g., TAR, RAR, ZIP, GZ, BZ2, XZ, ZSTD archives | mxmlnkn | 921 |
| 89 | buku | 🔖 Personal mini-web in text | jarun | 6527 |
| 90 | pyinterpolate | Kriging | Poisson Kriging | Variogram Analysis | DataverseLabs | 154 |
| 91 | pgx | ♟️ Vectorized RL game environments in JAX | sotetsuk | 414 |
| 92 | pycircstat | Toolbox for circular statistics with Python | circstat | 160 |
| 93 | FastUI | Build better UIs faster. | pydantic | 8285 |
| 94 | pdfminer.six | Community maintained fork of pdfminer - we fathom PDF | pdfminer | 5970 |
| 95 | hotpdf | hotpdf is a fast PDF parsing library to extract text and find text within PDF documents built on top of pdfminer.six | weareprestatech | 178 |
| 96 | pydantic-resolve | It just provide a pair of pre & post methods around pydantic fields, the rest is up to your imagination : ) | allmonday | 195 |
| 97 | neuroHarmonize | Harmonization tools for multi-site neuroimaging analysis. Implemented as a python package. Harmonization of MRI, sMRI, dMRI, fMRI variables with support for NIFTI images. Complements the work in Neuroimage by Pomponio et al. (2019). | rpomponio | 83 |
| 98 | pygmtools | A Python Graph Matching Toolkit. | Thinklab-SJTU | 309 |
| 99 | NHP-BrainExtraction | HumanBrainED | 32 | |
| 100 | Factorio-SAT | Enhancing the Factorio experience with SAT solvers | R-O-C-K-E-T | 670 |
| 101 | neurovista | Python package for plotting neural morphologies with PyVista | CAVEconnectome | 3 |
| 102 | netbox | The premier source of truth powering network automation. Open source under Apache 2. Try NetBox Cloud free: https://netboxlabs.com/free-netbox-cloud/ | netbox-community | 16336 |
| 103 | IntelliScraper | IntelliScraper: An advanced, intelligent web scraping tool leveraging BeautifulSoup and machine learning for efficient data extraction and analysis. | herche-jane | 268 |
| 104 | eigenstrapping | A toolbox for generating spatial null maps using geometric eigenmodes | SNG-Newy | 9 |
| 105 | udocker | A basic user tool to execute simple docker containers in batch or interactive systems without root privileges. | indigo-dc | 1376 |
| 106 | osl-dynamics | Methods for studying dynamic functional brain activity in neuroimaging data. | OHBA-analysis | 62 |
| 107 | densvis | Density-preserving data visualization tools den-SNE and densMAP | hhcho | 110 |
| 108 | ml-engineering | Machine Learning Engineering Open Book | stas00 | 11725 |
| 109 | stamox | make your statistical research faster | JiaYaobo | 11 |
| 110 | plum | Multiple dispatch in Python | beartype | 537 |
| 111 | fenbux | A Simple Statistical Distribution Library in JAX | JiaYaobo | 16 |
| 112 | pulp | A python Linear Programming API | coin-or | 2103 |
| 113 | GSTools | GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more | GeoStat-Framework | 570 |
| 114 | psst | Paper-based Secret Sharing Technique | Sjlver | 439 |
| 115 | puncia | The Panthera(P.)uncia of Cybersecurity - Official CLI utility for Subdomain Center & Exploit Observer. | ARPSyndicate | 644 |
| 116 | marimo | A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git. | marimo-team | 7966 |
| 117 | mpire | A Python package for easy multiprocessing, but faster than multiprocessing | sybrenjansen | 2020 |
| 118 | skweak | skweak: A software toolkit for weak supervision applied to NLP tasks | NorskRegnesentral | 920 |
| 119 | bayes-toolbox | bayes-toolbox | hyosubkim | 93 |
| 120 | anomalib | An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference. | openvinotoolkit | 3837 |
| 121 | CustomTkinter | A modern and customizable python UI-library based on Tkinter | TomSchimansky | 11600 |
| 122 | python-benedict | 📘 dict subclass with keylist/keypath support, built-in I/O operations (base64, csv, html, ini, json, pickle, plist, query-string, toml, xls, xml, yaml), s3 support and many utilities. | fabiocaccamo | 1512 |
| 123 | nougat | Implementation of Nougat Neural Optical Understanding for Academic Documents | facebookresearch | 9001 |
| 124 | tensordict | TensorDict is a pytorch dedicated tensor container. | pytorch | 842 |
| 125 | DotDict | A simple Python library to make chained attributes possible. | nicholasmireles | 232 |
| 126 | scrat | Persistent Caching of Expensive Function Results | javiber | 30 |
| 127 | pyribs | A bare-bones Python library for quality diversity optimization. | icaros-usc | 212 |
| 128 | diffrax | Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/ | patrick-kidger | 1446 |
| 129 | causalnex | A Python library that helps data scientists to infer causation rather than observing correlation. | mckinsey | 2247 |
| 130 | vizro | Vizro is a toolkit for creating modular data visualization applications. | mckinsey | 2720 |
| 131 | galactic | data cleaning and curation for unstructured text | taylorai | 327 |
| 132 | bytewax | Python Stream Processing | bytewax | 1573 |
| 133 | balance | The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest. | facebookresearch | 686 |
| 134 | pydistcheck | Linter that finds portability issues in Python package distributions (wheels, sdists, conda packages). | jameslamb | 35 |
| 135 | vllm | A high-throughput and memory-efficient inference and serving engine for LLMs | vllm-project | 30698 |
| 136 | peft | 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. | huggingface | 16504 |
| 137 | functime | Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data. | functime-org | 1047 |
| 138 | temporian | Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applications 🤖 | 678 | |
| 139 | litellm | Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] | BerriAI | 14111 |
| 140 | PeachPy | x86-64 assembler embedded in Python | Maratyszcza | 1981 |
| 141 | regtricks | Tools for manipulating, combining and applying image registrations. | tomfrankkirk | 3 |
| 142 | kingfisher | ORR 2021/22 passenger travel data projected onto the centre-line track-model | anisotropi4 | 117 |
| 143 | uBlock-Origin-dev-filter | Filters to block and remove copycat-websites from DuckDuckGo, Google and other search engines. Specific to dev websites like StackOverflow or GitHub. | quenhus | 2274 |
| 144 | pertpy | Perturbation Analysis in the scverse ecosystem. | scverse | 141 |
| 145 | sfepy | Main SfePy repository | sfepy | 750 |
| 146 | torchexplorer | Interactively inspect module inputs, outputs, parameters, and gradients. | spfrommer | 315 |
| 147 | marker | Convert PDF to markdown quickly with high accuracy | VikParuchuri | 17928 |
| 148 | scikit-fda | Functional Data Analysis Python package | GAA-UAM | 307 |
| 149 | Conditional_Density_Estimation | Package implementing various parametric and nonparametric methods for conditional density estimation | freelunchtheorem | 187 |
| 150 | curated-transformers | 🤖 A PyTorch library of curated Transformer models and their composable components | explosion | 867 |
| 151 | data_driven_network_neuroscience | brainnetuoa | 14 | |
| 152 | PyElastica | Python implementation of Elastica, an open-source software for the simulation of assemblies of slender, one-dimensional structures using Cosserat Rod theory. | GazzolaLab | 234 |
| 153 | GGLasso | A Python package for General Graphical Lasso computation | fabian-sp | 31 |
| 154 | skmediate | skmediate | 2 | |
| 155 | pytorch-frame | Tabular Deep Learning Library for PyTorch | pyg-team | 547 |
| 156 | great-tables | Make awesome display tables using Python. | posit-dev | 1895 |
| 157 | ann-benchmarks | Benchmarks of approximate nearest neighbor libraries in Python | erikbern | 4980 |
| 158 | CTF-writeups | CTF writeups | Bengman | 28 |
| 159 | s2fft | Differentiable and accelerated spherical transforms with JAX | astro-informatics | 137 |
| 160 | gget | 🧬 gget enables efficient querying of genomic reference databases | pachterlab | 949 |
| 161 | pyscisci | Science of Science | SciSciCollective | 161 |
| 162 | grandiso-networkx | Performant, pure-Python subgraph isomorphism and monomorphism search (aka "motif search") | aplbrain | 56 |
| 163 | dotmotif | A performant, powerful query framework to search for network motifs | aplbrain | 81 |
| 164 | dwiqc | DWI QC Pipeline | harvard-nrg | 1 |
| 165 | Easy-Graph | EasyGraph is an open-source network analysis library designed to cover advanced network processing methods. It includes functionalities for detecting structural hole spanners, network embedding, and various classic network analysis techniques. | easy-graph | 400 |
| 166 | bids-specification | Brain Imaging Data Structure (BIDS) Specification | bids-standard | 279 |
| 167 | bmi | Mutual information estimators and benchmark | cbg-ethz | 37 |
| 168 | ml_collections | ML Collections is a library of Python Collections designed for ML use cases. | 897 | |
| 169 | MEMD-Python- | Python version of the Multivariate Empirical Mode Decomposition algorithm | mariogrune | 67 |
| 170 | numpy-glm | GL Mathematics for Numpy | rougier | 21 |
| 171 | Fooocus | Focus on prompting and generating | lllyasviel | 41582 |
| 172 | autogen | A programming framework for agentic AI 🤖 | microsoft | 34725 |
| 173 | pypipe | Python pipe command line tool | bugen | 796 |
| 174 | dspy | DSPy: The framework for programming—not prompting—language models | stanfordnlp | 19086 |
| 175 | readme-ai | README file generator, powered by AI. | eli64s | 1629 |
| 176 | orbax | Orbax provides common checkpointing and persistence utilities for JAX users | 304 | |
| 177 | pyfuzzylite | pyfuzzylite: a fuzzy logic control library in Python | fuzzylite | 66 |
| 178 | gpt4free | The official gpt4free repository | various collection of powerful language models | xtekky | 62162 |
| 179 | abcc_datapre | demidenm | 5 | |
| 180 | optimistix | Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/ | patrick-kidger | 333 |
| 181 | colorcet | A set of useful perceptually uniform colormaps for plotting scientific data | holoviz | 689 |
| 182 | sequential_social_dilemma_games | Repo for reproduction of sequential social dilemmas | eugenevinitsky | 387 |
| 183 | topcorr | shazzzm | 15 | |
| 184 | giga_connectome | generate connectome from fMRIPrep outputs | bids-apps | 4 |
| 185 | deit | Official DeiT repository | facebookresearch | 4068 |
| 186 | plspy | Implementation of Partial Least Squares in Python | McIntosh-Lab | 4 |
| 187 | dask-runners | Dask Runners | jacobtomlinson | 6 |
| 188 | lattices | Lattices is a package for the construction of lattices from a set of nodes and an ordering relation. | dit | 4 |
| 189 | cog | Containers for machine learning | replicate | 8104 |
| 190 | nevergrad | A Python toolbox for performing gradient-free optimization | facebookresearch | 3965 |
| 191 | pymer4 | All the convenience of lme4 in python | ejolly | 193 |
| 192 | pysqa | Simple HPC queuing system adapter for Python on based jinja templates to automate the submission script creation. | pyiron | 23 |
| 193 | fMRI_ROI_Analysis_Tool | An analysis tool that uses per-voxel statistical maps in conjunction with FSL atlases to create per-region statistical maps. Current usage includes the creation of regional maps of temporal signal to noise ratio. | elliohow | 11 |
| 194 | NeuralWaveMachines | Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks" | akandykeller | 69 |
| 195 | codespell | check code for common misspellings | codespell-project | 1923 |
| 196 | humpday | Elo ratings for global black box derivative-free optimizers | microprediction | 132 |
| 197 | comgra | A tool to analyze and debug neural networks in pytorch. Use a GUI to traverse the computation graph and view the data from many different angles at the click of a button. | FlorianDietz | 272 |
| 198 | chepy | Chepy is a python lib/cli equivalent of the awesome CyberChef tool. | securisec | 933 |
| 199 | RABIES | fMRI preprocessing pipeline and analysis tools adapted for rodent images. Visit the full documentation at https://rabies.readthedocs.io/en/stable/ | CoBrALab | 34 |
| 200 | NiBetaSeries | Nipype implementation of BetaSeries Correlations (Beta) | HBClab | 32 |
| 201 | nltools | Python toolbox for analyzing imaging data | cosanlab | 122 |
| 202 | awesome-bids | A curated list of awesome BIDS projects, proposals, apps and resources | bids-standard | 9 |
| 203 | pandas-ai | Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG. | Sinaptik-AI | 13564 |
| 204 | outlines | Structured Text Generation | dottxt-ai | 9584 |
| 205 | jumpserver | An open-source PAM tool alternative to CyberArk. 广受欢迎的开源堡垒机。 | jumpserver | 25555 |
| 206 | TGB | Temporal Graph Benchmark project repo | shenyangHuang | 186 |
| 207 | jupyter-ai | A generative AI extension for JupyterLab | jupyterlab | 3246 |
| 208 | composer | Supercharge Your Model Training | mosaicml | 5166 |
| 209 | SIPPY | Systems Identification Package for PYthon | CPCLAB-UNIPI | 274 |
| 210 | neuroshape-dev | Neuroshape development alpha | nikitas-k | 1 |
| 211 | HSSM | Development of HSSM package | lnccbrown | 81 |
| 212 | BlenderSpike | A Blender add-on to bring animations from NEURON | ArtemKirsanov | 156 |
| 213 | fmripost-aroma | Run ICA-AROMA on fMRIPrep derivatives | nipreps | 8 |
| 214 | ciftipy | pvandyken | 2 | |
| 215 | python-mastery | Advanced Python Mastery (course by @dabeaz) | dabeaz-course | 10727 |
| 216 | HPC_helper | HPC helper for distributed training. | DSL-Lab | 15 |
| 217 | netgraph | Publication-quality network visualisations in python | paulbrodersen | 689 |
| 218 | hyperspy | Multidimensional data analysis | hyperspy | 519 |
| 219 | torchcde | Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation. | patrick-kidger | 422 |
| 220 | gpt-engineer | Platform to experiment with the AI Software Engineer. Terminal based. NOTE: Very different from https://gptengineer.app | gpt-engineer-org | 52474 |
| 221 | public_analysis_code | Public analysis code for the IBC project | individual-brain-charting | 20 |
| 222 | gif_your_nifti | How to create fancy GIFs from an MRI brain image | miykael | 120 |
| 223 | PyReliMRI | Python-based Reliability in MRI: Calculating Group level and Individual Level Similarity between runs and sessions. | demidenm | 35 |
| 224 | bayan | Bayan Algorithm | saref | 13 |
| 225 | SegLossOdyssey | A collection of loss functions for medical image segmentation | JunMa11 | 3824 |
| 226 | ANNarchy | ANNarchy (Artificial Neural Networks architect) is a parallel simulator for rate-coded and spiking neural networks. | ANNarchy | 38 |
| 227 | benchopt | Making your benchmark of optimization algorithms simple and open | benchopt | 246 |
| 228 | optree | OpTree: Optimized PyTree Utilities | metaopt | 152 |
| 229 | torchopt | TorchOpt is an efficient library for differentiable optimization built upon PyTorch. | metaopt | 546 |
| 230 | Bottles | Run Windows software and games on Linux | bottlesdevs | 6455 |
| 231 | theseus | A library for differentiable nonlinear optimization | facebookresearch | 1777 |
| 232 | rsHRF | Resting state HRF estimation from BOLD-fMRI signal | bids-apps | 33 |
| 233 | gorilla-cli | LLMs for your CLI | gorilla-llm | 1299 |
| 234 | pyvbmc | PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python | acerbilab | 115 |
| 235 | pyssl | Self-Supervised Learning in PyTorch | p-giakoumoglou | 130 |
| 236 | PCNtoolkit | Toolbox for normative modelling and spatial inference of neuroimaging data. https://pcntoolkit.readthedocs.io/en/latest/ | amarquand | 113 |
| 237 | diaphora | Diaphora, the most advanced Free and Open Source program diffing tool. | joxeankoret | 3668 |
| 238 | fonttools | A library to manipulate font files from Python. | fonttools | 4355 |
| 239 | fmriprep-denoise-benchmark | Benchmark denoising strategies available from fmriprep. | SIMEXP | 16 |
| 240 | mvlearn | Python package for multi-view machine learning | mvlearn | 203 |
| 241 | cca_zoo | Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework | jameschapman19 | 193 |
| 242 | Multi_Comparison_Matrix | Multi Comparison Matrix: A long term approach to benchmark evaluations | MSD-IRIMAS | 20 |
| 243 | chaospy | Chaospy - Toolbox for performing uncertainty quantification. | jonathf | 446 |
| 244 | pytorch-topological | A topological machine learning framework based on PyTorch | aidos-lab | 158 |
| 245 | TARDIS | TARDIS: Topological Algorithms for Robust DIscovery of Singularities | aidos-lab | 39 |
| 246 | aleatory | 📦 Python library for Stochastic Processes Simulation and Visualisation | quantgirluk | 164 |
| 247 | BayesianOptimization | A Python implementation of global optimization with gaussian processes. | bayesian-optimization | 7940 |
| 248 | lineax | Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax | patrick-kidger | 365 |
| 249 | equinox | Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/ | patrick-kidger | 2126 |
| 250 | scikit-survival | Survival analysis built on top of scikit-learn | sebp | 1139 |
| 251 | parameterfree | Parameter-Free Optimizers for Pytorch | bremen79 | 107 |
| 252 | scikit-multilearn | A scikit-learn based module for multi-label et. al. classification | scikit-multilearn | 921 |
| 253 | poly-match | Source for the "Making Python 100x faster with less than 100 lines of Rust" blog post | ohadravid | 39 |
| 254 | xorshift | Vectorized xorshift and xoroshiro uniform/binomial RNGs | ihaque | 9 |
| 255 | deap | Distributed Evolutionary Algorithms in Python | DEAP | 5863 |
| 256 | multimodal-Parkinson-data-processing | Multimodal Dataset of Freezing of Gait in Parkinson's Disease | AccSrd | 38 |
| 257 | feature_engine | Feature engineering package with sklearn like functionality | feature-engine | 1929 |
| 258 | developer | the first library to let you embed a developer agent in your own app! | smol-ai | 11827 |
| 259 | quivr | Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want. | QuivrHQ | 36724 |
| 260 | aeon | A toolkit for machine learning from time series | aeon-toolkit | 1022 |
| 261 | CrypTen | A framework for Privacy Preserving Machine Learning | facebookresearch | 1542 |
| 262 | mlc-llm | Universal LLM Deployment Engine with ML Compilation | mlc-ai | 19242 |
| 263 | frogmouth | A Markdown browser for your terminal | Textualize | 2569 |
| 264 | deepdoctection | A Repo For Document AI | deepdoctection | 2596 |
| 265 | table-transformer | Table Transformer (TATR) is a deep learning model for extracting tables from unstructured documents (PDFs and images). This is also the official repository for the PubTables-1M dataset and GriTS evaluation metric. | microsoft | 2324 |
| 266 | SC-FC | Analysis scripts for structural / functional connectivity using Drosophila hemibrain connectome and whole brain calcium imaging | mhturner | 4 |
| 267 | scikit-posthocs | Multiple Pairwise Comparisons (Post Hoc) Tests in Python | maximtrp | 351 |
| 268 | UKBB-tabular-processing | Scripts to handle the tabular data associated with the UK BioBank | CoBrALab | 8 |
| 269 | puncc | 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction. | deel-ai | 302 |
| 270 | m2m | LINUM's Meso to Macro Toolkit | linum-uqam | 4 |
| 271 | secure-code-game | A GitHub Security Lab initiative, providing an in-repo learning experience, where learners secure intentionally vulnerable code. | skills | 2086 |
| 272 | beartype | Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python. | beartype | 2745 |
| 273 | job-maker | a static web application for generating job submissions scripts for a SLURM cluster | researchapps | 20 |
| 274 | jobstats | Scripts for viewing Slurm batch job resource usages | nauhpc | 11 |
| 275 | singularity-compose | orchestration for singularity containers (under development) | singularityhub | 72 |
| 276 | hypergraphx | HGX is a multi-purpose, open-source Python library for higher-order network analysis | HGX-Team | 216 |
| 277 | openscope_databook | OpenScope databook: a collaborative, versioned, data-centric collection of foundational analyses for reproducible systems neuroscience 🐁🧠🔬🖥️📈 | AllenInstitute | 63 |
| 278 | pytorch-toolbelt | PyTorch extensions for fast R&D prototyping and Kaggle farming | BloodAxe | 1520 |
| 279 | netrd | A library for network {reconstruction, distances, dynamics} | netsiphd | 166 |
| 280 | autolfads-deploy | Deployment strategies for AutoLFADS | TNEL-UCSD | 13 |
| 281 | flit | Simplified packaging of Python modules | pypa | 2167 |
| 282 | prettytable | Display tabular data in a visually appealing ASCII table format | prettytable | 1387 |
| 283 | reflex | 🕸️ Web apps in pure Python 🐍 | reflex-dev | 20409 |
| 284 | L2L | Learning to Learn: Gradient-free Optimization framework | IGITUGraz | 36 |
| 285 | Category_Theory_Machine_Learning | List of papers studying machine learning through the lens of category theory | bgavran | 1282 |
| 286 | LaPy | Toolbox for Differential Geometry on Triangle and Tetrahedra Meshes (FEM, Laplace, Poisson, Heat Flow ...) | Deep-MI | 66 |
| 287 | input-remapper | 🎮 ⌨ An easy to use tool to change the behaviour of your input devices. | sezanzeb | 3902 |
| 288 | ufunclab | NumPy ufuncs and utilities. | WarrenWeckesser | 52 |
| 289 | eyediagram | Tools for plotting an eye diagram in Python. | WarrenWeckesser | 48 |
| 290 | pymoo | NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO | anyoptimization | 2295 |
| 291 | trx-python | Python implementation of the TRX file format | tee-ar-ex | 22 |
| 292 | rapidtide | rapidtide - a suite of programs for doing time lag correlation analysis on fMRI data | bbfrederick | 75 |
| 293 | aemcmc | AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models. | aesara-devs | 40 |
| 294 | formulaic | A high-performance implementation of Wilkinson formulas for Python. | matthewwardrop | 345 |
| 295 | mliv | causal-machine-learning-lab | 26 | |
| 296 | nimgen | juaml | 1 | |
| 297 | chatgpt_please_improve_my_paper_writing | a thin wrapper of chatgpt for improving paper writing. | ashawkey | 253 |
| 298 | tpcp | Pipeline and Dataset helpers for complex algorithm evaluation. | mad-lab-fau | 15 |
| 299 | devolearn | Accelerate data driven research on embryos with deep learning models 🔬 | DevoLearn | 43 |
| 300 | radicli | 🕊️ Radically lightweight command-line interfaces | explosion | 103 |
| 301 | platformio-core | Your Gateway to Embedded Software Development Excellence 👽 | platformio | 7962 |
| 302 | plottable | most pretty & lovely tables with matplotlib | znstrider | 257 |
| 303 | director | A robotics interface and visualization framework, with extensive applications for working with http://drake.mit.edu | RobotLocomotion | 179 |
| 304 | awesome-normalizing-flows | Awesome resources on normalizing flows. | janosh | 1438 |
| 305 | ipyflow | A reactive Python kernel for Jupyter notebooks. | ipyflow | 1151 |
| 306 | PySR | High-Performance Symbolic Regression in Python and Julia | MilesCranmer | 2439 |
| 307 | xorbits | Scalable Python DS & ML, in an API compatible & lightning fast way. | xorbitsai | 1129 |
| 308 | runlike | Given an existing docker container, prints the command line necessary to run a copy of it. | lavie | 2128 |
| 309 | unblob | Extract files from any kind of container formats | onekey-sec | 2207 |
| 310 | pytorch-esn | An Echo State Network module for PyTorch. | stefanonardo | 217 |
| 311 | tensorly | TensorLy: Tensor Learning in Python. | tensorly | 1571 |
| 312 | Artemis | Radio Signals Recognition Manual | AresValley | 390 |
| 313 | design-bench | rail-berkeley | 44 | |
| 314 | prince | 👑 Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA | MaxHalford | 1277 |
| 315 | fastplotlib | Next-gen fast plotting library running on WGPU using the pygfx rendering engine | fastplotlib | 414 |
| 316 | crux-top-lists | Downloadable snapshots of the Chrome Top Million Websites pulled from public CrUX data in Google BigQuery. | zakird | 749 |
| 317 | namizun | Asymmetric upload and download | malkemit | 630 |
| 318 | pylops | PyLops – A Linear-Operator Library for Python | PyLops | 429 |
| 319 | sdf | Simple SDF mesh generation in Python | fogleman | 1613 |
| 320 | moto | A library that allows you to easily mock out tests based on AWS infrastructure. | getmoto | 7667 |
| 321 | petals | 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading | bigscience-workshop | 9253 |
| 322 | tiktoken | tiktoken is a fast BPE tokeniser for use with OpenAI's models. | openai | 12471 |
| 323 | pyupgrade | A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. | asottile | 3611 |
| 324 | mitiq | Mitiq is an open source toolkit for implementing error mitigation techniques on most current intermediate-scale quantum computers. | unitaryfund | 365 |
| 325 | SupContrast | PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally) | HobbitLong | 3125 |
| 326 | skypilot | SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface. | skypilot-org | 6815 |
| 327 | dataset-phenotypes | Preparatory scripts for BIDS tabular phenotypic data in large neuroimaging datasets. | nimh-dsst | 7 |
| 328 | hacktricks | Welcome to the page where you will find each trick/technique/whatever I have learnt in CTFs, real life apps, and reading researches and news. | HackTricks-wiki | 9064 |
| 329 | PayloadsAllTheThings | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | swisskyrepo | 61504 |
| 330 | fortuna | A Library for Uncertainty Quantification. | awslabs | 891 |
| 331 | pmdarima | A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function. | alkaline-ml | 1596 |
| 332 | statsforecast | Lightning ⚡️ fast forecasting with statistical and econometric models. | Nixtla | 3999 |
| 333 | mne-bids-pipeline | Automatically process entire electrophysiological datasets using MNE-Python. | mne-tools | 143 |
| 334 | genv | GPU environment and cluster management with LLM support | run-ai | 496 |
| 335 | CleanMyWechat | 自动删除 PC 端微信缓存数据，包括从所有聊天中自动下载的大量文件、视频、图片等数据内容，解放你的空间。 | blackboxo | 4708 |
| 336 | Cerebro_Viewer | A pythonic 3D viewer to visualize and plot brains and neuroimaging data | sina-mansour | 31 |
| 337 | dinghy | A GitHub activity digest tool | nedbat | 187 |
| 338 | DADApy | Distance-based Analysis of DAta-manifolds in python | sissa-data-science | 108 |
| 339 | twitter-archive-parser | Python code to parse a Twitter archive and output in various ways | timhutton | 2417 |
| 340 | RedditWritesCode | The mirror of the series "The most upvoted comment picks the next line of code" on Reddit by https://www.reddit.com/user/AggravatingCorner133/ | RedditWritesCode | 197 |
| 341 | glasbey | Algorithmically create or extend categorical colour palettes | lmcinnes | 201 |
| 342 | GPJax | Gaussian processes in JAX. | JaxGaussianProcesses | 461 |
| 343 | jc | CLI tool and python library that converts the output of popular command-line tools, file-types, and common strings to JSON, YAML, or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts. | kellyjonbrazil | 7922 |
| 344 | opensnitch | OpenSnitch is a GNU/Linux interactive application firewall inspired by Little Snitch. | evilsocket | 10953 |
| 345 | torcheval | A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to facilitate metric computation in distributed training and tools for PyTorch model evaluations. | pytorch | 216 |
| 346 | dynamax | State Space Models library in JAX | probml | 698 |
| 347 | pyhddmjags | Repository for example Hierarchical Drift Diffusion Model (HDDM) code using JAGS in Python. These scripts provide useful examples for using JAGS with pyjags, the JAGS Wiener module, mixture modeling in JAGS, and Bayesian diagnostics in Python. | mdnunez | 25 |
| 348 | backpack | BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient. | f-dangel | 562 |
| 349 | pygod | A Python Library for Graph Outlier Detection (Anomaly Detection) | pygod-team | 1337 |
| 350 | GeometricKernels | Geometric kernels on manifolds, meshes and graphs | geometric-kernels | 219 |
| 351 | py_regular_expressions | Learn Python Regular Expressions step by step from beginner to advanced levels | learnbyexample | 1766 |
| 352 | ott | Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations. | ott-jax | 527 |
| 353 | refurb | A tool for refurbishing and modernizing Python codebases | dosisod | 2485 |
| 354 | MRTwin_pulseq | mzaiss | 44 | |
| 355 | braindecode | Deep learning software to decode EEG, ECG or MEG signals | braindecode | 824 |
| 356 | cosasi | COntagion Simulation And Source Identification: a Python package for graph diffusion source inference | lmiconsulting | 5 |
| 357 | yasb | A highly configurable cross-platform (Windows) status bar written in Python. | da-rth | 1428 |
| 358 | pynamical | Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals. | gboeing | 627 |
| 359 | pip-tools | A set of tools to keep your pinned Python dependencies fresh. | jazzband | 7766 |
| 360 | napari-plot-profile | haesleinhuepf | 17 | |
| 361 | unilm | Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities | microsoft | 20236 |
| 362 | redun | Yet another redundant workflow engine | insitro | 523 |
| 363 | tango | Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project. | allenai | 532 |
| 364 | Imaging-transcriptomics | A package, and script, to perform imaging transcriptomics on a neuroimaging scan. | alegiac95 | 19 |
| 365 | numba-scipy | numba_scipy extends Numba to make it aware of SciPy | numba | 258 |
| 366 | numba-stats | Numba-accelerated statistical distributions | HDembinski | 53 |
| 367 | python-human-regex | More understandable alternatives for Python regular expressions | mikaelho | 58 |
| 368 | pyserini | Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations. | castorini | 1684 |
| 369 | bbs | Forum for discussing Internet censorship circumvention | net4people | 3471 |
| 370 | pykeen | 🤖 A Python library for learning and evaluating knowledge graph embeddings | pykeen | 1692 |
| 371 | cleanrl | High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG) | vwxyzjn | 5735 |
| 372 | CORL | High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC | tinkoff-ai | 1097 |
| 373 | information-bottleneck | a python implementation of various versions of the information bottleneck, including automated parameter searching | djstrouse | 120 |
| 374 | pymor | pyMOR - Model Order Reduction with Python | pymor | 310 |
| 375 | syne-tune | Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips. | syne-tune | 392 |
| 376 | PyRates | Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models. | pyrates-neuroscience | 74 |
| 377 | flowMC | Normalizing-flow enhanced sampling package for probabilistic inference in Jax | kazewong | 200 |
| 378 | hpc-container-maker | HPC Container Maker | NVIDIA | 459 |
| 379 | hilo-mpc | HILO-MPC is a Python toolbox for easy, flexible and fast development of machine-learning-supported optimal control and estimation problems | hilo-mpc | 165 |
| 380 | whisper | Robust Speech Recognition via Large-Scale Weak Supervision | openai | 71718 |
| 381 | Semi-supervised-learning | A Unified Semi-Supervised Learning Codebase (NeurIPS'22) | microsoft | 1364 |
| 382 | UK_Biobank_GWAS | Overview of the data QC, code, and GWAS summary output from the 2017 UK Biobank data release | Nealelab | 349 |
| 383 | xonsh | 🐚 Python-powered shell. Full-featured and cross-platform. | xonsh | 8444 |
| 384 | oils | Oils is our upgrade path from bash to a better language and runtime. It's also for Python and JavaScript users who avoid shell! | oils-for-unix | 2852 |
| 385 | verde | Processing and gridding spatial data, machine-learning style | fatiando | 601 |
| 386 | goatools | Python library to handle Gene Ontology (GO) terms | tanghaibao | 782 |
| 387 | GSEApy | Gene Set Enrichment Analysis in Python | zqfang | 569 |
| 388 | CaCo | CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning | maple-research-lab | 17 |
| 389 | nbstripout | strip output from Jupyter and IPython notebooks | kynan | 1226 |
| 390 | astromodels | Spatial and spectral models for astrophysics | threeML | 44 |
| 391 | emerge | Emerge is a browser-based interactive codebase and dependency visualization tool for many different programming languages. It supports some basic code quality and graph metrics and provides a simple and intuitive way to explore and analyze a codebase by using graph structures. | glato | 833 |
| 392 | code-for-modeling-chapters | Replicate some results in Farrell, S., & Lewandowsky, S. (2018). Computational modeling of cognition and behavior. Cambridge University Press. | fangzefunny | 7 |
| 393 | Raindrop | Graph Neural Networks for Irregular Time Series | mims-harvard | 174 |
| 394 | hyperimpute | A framework for prototyping and benchmarking imputation methods | vanderschaarlab | 165 |
| 395 | decoupler-py | Python package to perform enrichment analysis from omics data. | saezlab | 167 |
| 396 | iBKH | iBKH: The integrative Biomedical Knowledge Hub | wcm-wanglab | 235 |
| 397 | echoes | Machine Learning with Echo State Networks, a scikit-learn compatible package. | fabridamicelli | 37 |
| 398 | deepdish | Flexible HDF5 saving/loading and other data science tools from the University of Chicago | uchicago-cs | 271 |
| 399 | NeuroKit | NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing | neuropsychology | 1585 |
| 400 | Regressio | A python library for univariate regression, interpolation, and smoothing. | brendanartley | 341 |
| 401 | gplearn | Genetic Programming in Python, with a scikit-learn inspired API | trevorstephens | 1621 |
| 402 | pytorch_optimizer | optimizer & lr scheduler & loss function collections in PyTorch | kozistr | 237 |
| 403 | orjson | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy | ijl | 6283 |
| 404 | neuroCombat | Harmonization of multi-site imaging data with ComBat (Python) | Jfortin1 | 125 |
| 405 | pymatting | A Python library for alpha matting | pymatting | 1782 |
| 406 | auton-survival | Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events | autonlab | 324 |
| 407 | evotorch | Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE. | nnaisense | 1018 |
| 408 | liesel | A probabilistic programming framework | liesel-devs | 40 |
| 409 | lowbar | The simplest no-nonsense progress bar for python | AnnikaV9 | 382 |
| 410 | pygsp | Graph Signal Processing in Python | epfl-lts2 | 489 |
| 411 | neuropythy | A neuroscience library for Python, intended to complement the existing nibabel library. | noahbenson | 115 |
| 412 | Photogrammetry-Guide | Photogrammetry Guide. Photogrammetry is widely used for Aerial surveying, Agriculture, Architecture, 3D Games, Robotics, Archaeology, Construction, Emergency management, and Medical. | mikeroyal | 1182 |
| 413 | hmmlearn | Hidden Markov Models in Python, with scikit-learn like API | hmmlearn | 3074 |
| 414 | dit | Python package for information theory. | dit | 516 |
| 415 | DBA | DBA: Averaging for Dynamic Time Warping | fpetitjean | 183 |
| 416 | learned_optimization | 751 | ||
| 417 | datasets | TFDS is a collection of datasets ready to use with TensorFlow, Jax, ... | tensorflow | 4318 |
| 418 | equilib | 🌎→🗾Equirectangular (360/panoramic) image processing library for Python with minimal dependencies only using Numpy and PyTorch | haruishi43 | 164 |
| 419 | git-machete | Probably the sharpest git repository organizer & rebase/merge workflow automation tool you've ever seen | VirtusLab | 915 |
| 420 | Brain-Cog | Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Artificial Intelligence and simulating brains at multiple scales. The long term goal of BrainCog is to provide a comprehensive theory and system to decode the mechanisms and principles of human intelligence and its evolution, and develop artificial brains for brain-inspired conscious living AI in future Human-AI symbiotic Society. | BrainCog-X | 456 |
| 421 | tsl | tsl: a PyTorch library for processing spatiotemporal data. | TorchSpatiotemporal | 274 |
| 422 | surfdist | For calculating exact geodesic distances on cortical surface meshes | NeuroanatomyAndConnectivity | 52 |
| 423 | learning-from-brains | Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One of the broadest neuroimaging datasets used for pre-training to date. | athms | 89 |
| 424 | correlate | A clever brute-force correlator for kinda-messy data | larryhastings | 82 |
| 425 | quaterion | Blazing fast framework for fine-tuning similarity learning models | qdrant | 643 |
| 426 | odin | A simple and effective method for detecting out-of-distribution images in neural networks. | facebookresearch | 531 |
| 427 | siibra-python | Software interfaces for interacting with brain atlases - Python client | FZJ-INM1-BDA | 48 |
| 428 | surfify | Module providing Surface Tools for PyTorch. | neurospin-deepinsight | 3 |
| 429 | narps_open_pipelines | A codebase reproducing the 70 pipelines of the NARPS study (Botvinik-Nezer et al., 2020) shared as an open resource for the community. | Inria-Empenn | 9 |
| 430 | nobrainer | A framework for developing neural network models for 3D image processing. | neuronets | 158 |
| 431 | nobrainer-zoo | A Python CLI to execute a collection of deep learning models for brain imaging. | neuronets | 9 |
| 432 | BLMM | This repository contains all code for the BLMM toolbox. | TomMaullin | 19 |
| 433 | niCHART | The neuro-imaging brain aging chart [niCHART] is a comprehensive solution to analyze standard structural and functional brain MRI data across studies. [niCHART] and the associated pre-processing tools implement computational morphometry, functional signal analysis, quality control, statistical harmonization, data standardization, interactive visual | CBICA | 13 |
| 434 | red-mail | Advanced email sending for Python | Miksus | 397 |
| 435 | rocketry | Modern scheduling library for Python | Miksus | 3279 |
| 436 | SwissArmyTransformer | SwissArmyTransformer is a flexible and powerful library to develop your own Transformer variants. | THUDM | 1016 |
| 437 | soft-dtw | Python implementation of soft-DTW. | mblondel | 548 |
| 438 | fastdtw | A Python implementation of FastDTW | slaypni | 793 |
| 439 | dynaconf | Configuration Management for Python ⚙ | dynaconf | 3798 |
| 440 | torcharrow | High performance model preprocessing library on PyTorch | pytorch | 649 |
| 441 | blackjax | BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity. | blackjax-devs | 850 |
| 442 | lunr.py | A Python implementation of Lunr.js 🌖 | yeraydiazdiaz | 189 |
| 443 | DynGDim | Dynamic Graph Dimensionality is a methodology for computing the relative, local and global dimension of complex networks. | barahona-research-group | 10 |
| 444 | optimate | A collection of libraries to optimise AI model performances | nebuly-ai | 8375 |
| 445 | huey | a little task queue for python | coleifer | 5228 |
| 446 | mlflow | Open source platform for the machine learning lifecycle | mlflow | 18843 |
| 447 | awesome-aws | A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome. | donnemartin | 12510 |
| 448 | SimBiber | MLNLP社区用来帮助缩短参考文献的工具。A tool for simplifying bibtex with official info | MLNLP-World | 435 |
| 449 | structlog | Simple, powerful, and fast logging for Python. | hynek | 3585 |
| 450 | PySlurmLite | a very lightweight interface to the Slurm job scheduler | poldrack | 1 |
| 451 | apex | A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch | NVIDIA | 8420 |
| 452 | msgraph-sdk-python-core | Microsoft Graph client library for Python | microsoftgraph | 266 |
| 453 | Office365-REST-Python-Client | Microsoft 365 & Microsoft Graph Library for Python | vgrem | 1345 |
| 454 | stereodemo | Small Python utility to compare and visualize the output of various stereo depth estimation algorithms | nburrus | 144 |
| 455 | SubTab | The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning" | AstraZeneca | 143 |
| 456 | runx | Deep Learning Experiment Management | NVIDIA | 639 |
| 457 | Awesome-FL | Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops) | youngfish42 | 1533 |
| 458 | mmcv | OpenMMLab Computer Vision Foundation | open-mmlab | 5911 |
| 459 | videogrep | automatic video supercuts with python | antiboredom | 3352 |
| 460 | RG-Select | Quantifying the Reproducibility of Graph Neural Networks using Multigraph Brain Data | basiralab | 8 |
| 461 | proselint | A linter for prose. | amperser | 4363 |
| 462 | PyDaddy | Python package to discover stochastic differential equations from time series data | tee-lab | 93 |
| 463 | HOI_toolbox | Higher-order interactions toolbox | PranavMahajan25 | 10 |
| 464 | parcellation_fragmenter | Fragments FreeSurfer parcellation annotation in N-equal sized parcels | miykael | 27 |
| 465 | NumGraph | Synthetic graph generator | gravins | 12 |
| 466 | rl | A modular, primitive-first, python-first PyTorch library for Reinforcement Learning. | pytorch | 2361 |
| 467 | grequests | Requests + Gevent = <3 | spyoungtech | 4491 |
| 468 | BackdoorBox | The open-sourced Python toolbox for backdoor attacks and defenses. | THUYimingLi | 465 |
| 469 | shareddataset | A PyTorch Dataset that caches samples in shared memory, accessible globally to all processes | jotaf98 | 20 |
| 470 | torchshow | Visualize PyTorch tensors with a single line of code. | xwying | 647 |
| 471 | pysheds | 🌎 Simple and fast watershed delineation in python. | mdbartos | 725 |
| 472 | distrax | google-deepmind | 537 | |
| 473 | lifelines | Survival analysis in Python | CamDavidsonPilon | 2377 |
| 474 | Contextualized | An SKLearn-style toolbox for estimating and analyzing models, distributions, and functions with context-specific parameters. | cnellington | 67 |
| 475 | fmriprep-slurm | Generate and run SLURM jobs on HPCs | SIMEXP | 12 |
| 476 | localstack | 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline | localstack | 56533 |
| 477 | dm_pix | PIX is an image processing library in JAX, for JAX. | google-deepmind | 390 |
| 478 | Efficient-Deep-Learning | A bag of tricks to speed up your deep learning process | Mountchicken | 150 |
| 479 | rich-cli | Rich-cli is a command line toolbox for fancy output in the terminal | Textualize | 3091 |
| 480 | voxel-challenge | taichi-dev | 224 | |
| 481 | deep-significance | Enabling easy statistical significance testing for deep neural networks. | Kaleidophon | 330 |
| 482 | hypothetical | Hypothesis and statistical testing in Python | aschleg | 64 |
| 483 | hatch | Modern, extensible Python project management | pypa | 6087 |
| 484 | pymde | Minimum-distortion embedding with PyTorch | cvxgrp | 538 |
| 485 | ResizeRight | The correct way to resize images or tensors. For Numpy or Pytorch (differentiable). | assafshocher | 548 |
| 486 | memray | Memray is a memory profiler for Python | bloomberg | 13378 |
| 487 | grafog | Graph Data Augmentation Library for PyTorch Geometric | rish-16 | 128 |
| 488 | cleanlab | The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels. | cleanlab | 9781 |
| 489 | pynapple | PYthon Neural Analysis Package 🍍 | pynapple-org | 281 |
| 490 | thinc | 🔮 A refreshing functional take on deep learning, compatible with your favorite libraries | explosion | 2821 |
| 491 | spatiotemporal | Tools for spatial and temporal autocorrelation | mwshinn | 21 |
| 492 | pytorch-styleguide | An unofficial styleguide and best practices summary for PyTorch | IgorSusmelj | 1932 |
| 493 | Arjun | HTTP parameter discovery suite. | s0md3v | 5286 |
| 494 | epistasis | A Python API for estimating statistical high-order epistasis in genotype-phenotype maps. | harmslab | 33 |
| 495 | dask-jobqueue | Deploy Dask on job schedulers like PBS, SLURM, and SGE | dask | 235 |
| 496 | mle-monitor | Lightweight Experiment & Resource Monitoring 📺 | mle-infrastructure | 185 |
| 497 | mle-scheduler | Lightweight Cluster/Cloud VM Job Management 🚀 | mle-infrastructure | 39 |
| 498 | torchdynamo | A Python-level JIT compiler designed to make unmodified PyTorch programs faster. | pytorch | 1011 |
| 499 | torchmetrics | Machine learning metrics for distributed, scalable PyTorch applications. | Lightning-AI | 2142 |
| 500 | tez | Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch. | abhishekkrthakur | 1163 |
| 501 | stumpy | STUMPY is a powerful and scalable Python library for modern time series analysis | TDAmeritrade | 3668 |
| 502 | pyAFQ | Automated Fiber Quantification ... in Python | yeatmanlab | 57 |
| 503 | lux | Automatically visualize your pandas dataframe via a single print! 📊 💡 | lux-org | 5213 |
| 504 | rogues | A Python / Numpy / Scipy port of Prof. Nick Higham's m*lab 'gallery' matrices plus extras | macd | 19 |
| 505 | efax | Exponential families for JAX | NeilGirdhar | 56 |
| 506 | stochman | Algorithms for computations on random manifolds made easier | MachineLearningLifeScience | 86 |
| 507 | mctx | Monte Carlo tree search in JAX | google-deepmind | 2359 |
| 508 | confound_prediction | Confound-isolating cross-validation approach to control for a confounding effect in a predictive model. | darya-chyzhyk | 38 |
| 509 | did-it-spill | Check if you have training samples in your test set | LaihoE | 64 |
| 510 | dude | dude uncomplicated data extraction: A simple framework for writing web scrapers using Python decorators | roniemartinez | 424 |
| 511 | tablespoon | 🥄✨Time-series Benchmark methods that are Simple and Probabilistic | alexhallam | 42 |
| 512 | scikit-multimodallearn | This Python package implements algorithms for multiviews (multimodals) learning | dbenielli | 14 |
| 513 | DeepImageReconstruction | Data and code for Shen, Horikawa, Majima, and Kamitani (2019) Deep image reconstruction from human brain activity. PLoS Comput. Biol. http://dx.doi.org/10.1371/journal.pcbi.1006633. | KamitaniLab | 275 |
| 514 | PyParSVD | An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py | Romit-Maulik | 57 |
| 515 | EvalNE | Source code for EvalNE, a Python library for evaluating Network Embedding methods. | Dru-Mara | 106 |
| 516 | koila | Prevent PyTorch's CUDA error: out of memory in just 1 line of code. |
rentruewang | 1821 |
| 517 | alpa | Training and serving large-scale neural networks with auto parallelization. | alpa-projects | 3079 |
| 518 | trimesh | Python library for loading and using triangular meshes. | mikedh | 3016 |
| 519 | shapely | Manipulation and analysis of geometric objects | shapely | 3912 |
| 520 | scikit-lego | Extra blocks for scikit-learn pipelines. | koaning | 1281 |
| 521 | mercury | Convert Jupyter Notebooks to Web Apps | mljar | 4054 |
| 522 | pz | Easily handle day to day CLI operation via Python instead of regular Bash programs. 🇺🇦 #supporting | CZ-NIC | 730 |
| 523 | dcor | Distance correlation and related E-statistics in Python | vnmabus | 145 |
| 524 | pyod | A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques | yzhao062 | 8598 |
| 525 | pyeer | PyEER is a python package for biometric systems performance evaluation. Includes ROC, DET, FNMR, FMR and CMC curves plotting, scores distribution plotting, EER and operating points estimation. It can be also used to evaluate binary classification systems. | manuelaguadomtz | 59 |
| 526 | baycomp | janezd | 71 | |
| 527 | calibration-framework | The net:cal calibration framework is a Python 3 library for measuring and mitigating miscalibration of uncertainty estimates, e.g., by a neural network. | EFS-OpenSource | 347 |
| 528 | larq | An Open-Source Library for Training Binarized Neural Networks | larq | 707 |
| 529 | pathos | parallel graph management and execution in heterogeneous computing | uqfoundation | 1392 |
| 530 | Scientific-Inkscape | Scientific Inkscape: Inkscape extensions for figure resizing and editing | burghoff | 535 |
| 531 | python-codext | Python codecs extension featuring CLI tools for encoding/decoding anything | dhondta | 276 |
| 532 | cassowary | Run Windows Applications on Linux as if they are native, Use linux applications to launch files files located in windows vm without needing to install applications on vm. With easy to use configuration GUI | casualsnek | 2947 |
| 533 | pyCircos | python Circos | ponnhide | 340 |
| 534 | py-upset | A pure-python implementation of the UpSet suite of visualisation methods by Lex, Gehlenborg et al. | ImSoErgodic | 315 |
| 535 | brainrender | a python based software for visualization of neuroanatomical and morphological data. | brainglobe | 549 |
| 536 | spectral_connectivity | Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data | Eden-Kramer-Lab | 123 |
| 537 | hyppo | Python package for multivariate hypothesis testing | neurodata | 219 |
| 538 | espial | Espial is an engine for automated organization and discovery of personal knowledge | Uzay-G | 174 |
| 539 | jaxopt | Hardware accelerated, batchable and differentiable optimizers in JAX. | 935 | |
| 540 | PyFlow | An open-source tool for visual and modular block programming in python | Bycelium | 1277 |
| 541 | pyspi | Comparative analysis of pairwise interactions in multivariate time series. | DynamicsAndNeuralSystems | 207 |
| 542 | DeepSpeed | DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. | microsoft | 35556 |
| 543 | mne-connectivity | Connectivity algorithms that leverage the MNE-Python API. | mne-tools | 68 |
| 544 | frites | Framework for Information Theoretical analysis of Electrophysiological data and Statistics | brainets | 79 |
| 545 | IDTxl | The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynamics from multivariate time series data using information theory. | pwollstadt | 248 |
| 546 | budoux | 1447 | ||
| 547 | budou | Budou is an automatic organizer tool for beautiful line breaking in CJK (Chinese, Japanese, and Korean). | 1165 | |
| 548 | diff-match-patch | Diff Match Patch is a high-performance library in multiple languages that manipulates plain text. | 7509 | |
| 549 | ldsc | LD Score Regression (LDSC) | bulik | 653 |
| 550 | PySpectrometer | Raspberry Pi Spectrometer | leswright1977 | 667 |
| 551 | ann4brains | Artificial neural networks for brain networks | jeremykawahara | 73 |
| 552 | dufte | 📈 Minimalistic Matplotlib style | nschloe | 216 |
| 553 | matplotx | 📊 More styles and useful extensions for Matplotlib | nschloe | 797 |
| 554 | tueplots | Figure sizes, font sizes, fonts, and more configurations at minimal overhead. Fix your journal papers, conference proceedings, and other scientific publications. | pnkraemer | 675 |
| 555 | serve | ☁️ Build multimodal AI applications with cloud-native stack | jina-ai | 21129 |
| 556 | finetuner | 🎯 Task-oriented embedding tuning for BERT, CLIP, etc. | jina-ai | 1474 |
| 557 | docarray | Represent, send, store and search multimodal data | docarray | 2986 |
| 558 | dm_control | Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo. | google-deepmind | 3819 |
| 559 | xmanager | A platform for managing machine learning experiments | google-deepmind | 818 |
| 560 | pymdp | A Python implementation of active inference for Markov Decision Processes | infer-actively | 475 |
| 561 | iansui | 芫荽，基於 Klee One 改造的學習用台灣繁體字型 | ButTaiwan | 1494 |
| 562 | torchdrug | A powerful and flexible machine learning platform for drug discovery | DeepGraphLearning | 1441 |
| 563 | aesara | Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays. | aesara-devs | 1180 |
| 564 | neuromaps | A toolbox for comparing brain maps | netneurolab | 247 |
| 565 | hackingtool | ALL IN ONE Hacking Tool For Hackers | Z4nzu | 50708 |
| 566 | Ciphey | ⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡ | Ciphey | 18270 |
| 567 | kuramoto | Python implementation of the Kuramoto model | fabridamicelli | 127 |
| 568 | pystitcher | pystitcher stitches your PDF files together, generating nice customizable bookmarks for you using a declarative markdown file as input | captn3m0 | 391 |
| 569 | terrain-erosion-3-ways | Three Ways of Generating Terrain with Erosion Features | dandrino | 817 |
| 570 | xbmc-addons-chinese | Addon scripts, plugins, and skins for XBMC Media Center. Special for chinese laguage. | taxigps | 3175 |
| 571 | python-ggseg | Python module for ggseg-like visualizations | ggseg | 99 |
| 572 | KanaQuiz | Hiragana/Katakana Speed Reading Quiz in Command Line !! 😎 | skywind3000 | 151 |
| 573 | ddia | 《Designing Data-Intensive Application》DDIA中文翻译 | Vonng | 20459 |
| 574 | omnizart | Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more. | Music-and-Culture-Technology-Lab | 1640 |
| 575 | expan | Open-source Python library for statistical analysis of randomised control trials (A/B tests) | zalando | 334 |
| 576 | Box | Python dictionaries with advanced dot notation access | cdgriffith | 2631 |
| 577 | toolz | A functional standard library for Python. | pytoolz | 4707 |
| 578 | sparse | Sparse multi-dimensional arrays for the PyData ecosystem | pydata | 602 |
| 579 | bottleneck | Fast NumPy array functions written in C | pydata | 1076 |
| 580 | xarray | N-D labeled arrays and datasets in Python | pydata | 3631 |
| 581 | scikit-plot | An intuitive library to add plotting functionality to scikit-learn objects. | reiinakano | 2427 |
| 582 | pyecharts | 🎨 Python Echarts Plotting Library | pyecharts | 14924 |
| 583 | klepto | persistent caching to memory, disk, or database | uqfoundation | 261 |
| 584 | ptyprocess | Run a subprocess in a pseudo terminal | pexpect | 222 |
| 585 | Phoenix | wxPython's Project Phoenix. A new implementation of wxPython, better, stronger, faster than he was before. | wxWidgets | 2331 |
| 586 | pexpect | A Python module for controlling interactive programs in a pseudo-terminal | pexpect | 2628 |
| 587 | itsdangerous | Safely pass trusted data to untrusted environments and back. | pallets | 2935 |
| 588 | jinja | A very fast and expressive template engine. | pallets | 10378 |
| 589 | chardet | Python character encoding detector | chardet | 2186 |
| 590 | chime | 🎵 Python sound notifications made easy | MaxHalford | 296 |
| 591 | pqdm | Comfortable parallel TQDM using concurrent.futures | niedakh | 279 |
| 592 | python-diskcache | Python disk-backed cache (Django-compatible). Faster than Redis and Memcached. Pure-Python. | grantjenks | 2397 |
| 593 | doit | CLI task management & automation tool | pydoit | 1872 |
| 594 | toga | A Python native, OS native GUI toolkit. | beeware | 4371 |
| 595 | shiv | shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all their dependencies included. | 1768 | |
| 596 | pydantic | Data validation using Python type hints | pydantic | 21270 |
| 597 | textual | The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser. | Textualize | 25738 |
| 598 | siuba | Python library for using dplyr like syntax with pandas and SQL | machow | 1159 |
| 599 | pyhf | pure-Python HistFactory implementation with tensors and autodiff | scikit-hep | 283 |
| 600 | cabinetry | design and steer profile likelihood fits | scikit-hep | 29 |
| 601 | hepstats | Statistics tools and utilities. | scikit-hep | 73 |
| 602 | aghast | Aghast: aggregated, histogram-like statistics, sharable as Flatbuffers. | scikit-hep | 17 |
| 603 | awkward | Manipulate JSON-like data with NumPy-like idioms. | scikit-hep | 848 |
| 604 | noto-emoji | Noto Emoji fonts | googlefonts | 3847 |
| 605 | optax | Optax is a gradient processing and optimization library for JAX. | google-deepmind | 1705 |
| 606 | dm-haiku | JAX-based neural network library | google-deepmind | 2909 |
| 607 | Kaggle-BrainNetPrediction-Toolbox | A Python toolbox for predicting brain network (graph) evolution over time from a single observation. The codes of the 20 competing Kaggle teams along with the competition datasets are made available. | basiralab | 8 |
| 608 | PySyft | Perform data science on data that remains in someone else's server | OpenMined | 9531 |
| 609 | reservoirpy | A simple and flexible code for Reservoir Computing architectures like Echo State Networks | reservoirpy | 428 |
| 610 | neural_cotraining | The code for performing MTL on object recognition with neural data | sinzlab | 14 |
| 611 | visdom | A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy. | fossasia | 10042 |
| 612 | salina | a Lightweight library for sequential learning agents, including reinforcement learning | facebookresearch | 425 |
| 613 | rl-baselines3-zoo | A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included. | DLR-RM | 2090 |
| 614 | pytorch-multi-gpu-training | 整理 pytorch 单机多 GPU 训练方法与原理 | jia-zhuang | 778 |
| 615 | simba | SimBA (Simple Behavioral Analysis), a pipeline and GUI for developing supervised behavioral classifiers | sgoldenlab | 299 |
| 616 | nn-template | Generic template to bootstrap your PyTorch project. | grok-ai | 635 |
| 617 | halp | Hypergraph Algorithms Package | Murali-group | 96 |
| 618 | Pyro5 | Pyro 5 - Python remote objects | irmen | 316 |
| 619 | netrep | Some methods for comparing network representations in deep learning and neuroscience. | ahwillia | 125 |
| 620 | napari | napari: a fast, interactive, multi-dimensional image viewer for python | napari | 2219 |
| 621 | autoxgb | XGBoost + Optuna | abhishekkrthakur | 680 |
| 622 | TopFreeProxies | 高质量免费节点分享，以及订阅链接收集。 | aiirobyte | 2785 |
| 623 | jellylanguage | Jelly is a recreational programming language inspired by J. | DennisMitchell | 863 |
| 624 | graspologic | Python package for graph statistics | graspologic-org | 822 |
| 625 | vectorizers | Vectorizers for a range of different data types | TutteInstitute | 97 |
| 626 | hamilton | A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton | stitchfix | 863 |
| 627 | nvidia-ml-py3 | Python 3 Bindings for the NVIDIA Management Library | nicolargo | 133 |
| 628 | xai-bench | XAI-Bench is a library for benchmarking feature attribution explainability techniques | abacusai | 57 |
| 629 | googler | 🔍 Google from the terminal | jarun | 6109 |
| 630 | TorchSSL | A PyTorch-based library for semi-supervised learning (NeurIPS'21) | TorchSSL | 1302 |
| 631 | omegaconf | Flexible Python configuration system. The last one you will ever need. | omry | 1984 |
| 632 | TtoZ | Convert T score brain statistical map to Z score map | vsoch | 17 |
| 633 | pygraphistry | PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer | graphistry | 2169 |
| 634 | bagua | Bagua Speeds up PyTorch | BaguaSys | 876 |
| 635 | graphsim | Graph similarity algorithms based on NetworkX. | caesar0301 | 166 |
| 636 | swiftascmaps | Taylor Swift-inspired color maps | JBorrow | 81 |
| 637 | brain4views | Plotting 4 brain surface views on a single matplotlib figure | niksirbi | 12 |
| 638 | surfplot | A package for publication-ready brain surface figures | danjgale | 54 |
| 639 | pytorch_connectomics | PyTorch Connectomics: segmentation toolbox for EM connectomics | zudi-lin | 171 |
| 640 | glum | High performance Python GLMs with all the features! | Quantco | 312 |
| 641 | ngboost | Natural Gradient Boosting for Probabilistic Prediction | stanfordmlgroup | 1655 |
| 642 | Functionnectome | Project your functional brain signal onto the white matter, and explore the pathways supporting brain functions. | NotaCS | 24 |
| 643 | stylegan3 | Official PyTorch implementation of StyleGAN3 | NVlabs | 6449 |
| 644 | xcp_d | Post-processing of fMRIPrep, NiBabies, and HCP outputs | PennLINC | 78 |
| 645 | PsychRNN | murraylab | 135 | |
| 646 | pynomo | Python nomographs (nomograms). | lefakkomies | 88 |
| 647 | xplique | 👋 Xplique is a Neural Networks Explainability Toolbox | deel-ai | 648 |
| 648 | NVTabular | NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems. | NVIDIA-Merlin | 1053 |
| 649 | DecryptLogin | DecryptLogin: APIs for loginning some websites by using requests. | CharlesPikachu | 2834 |
| 650 | MRtrix3_connectome | Generate subject connectomes from raw BIDS data & perform inter-subject connection density normalisation, using the MRtrix3 software package. | bids-apps | 50 |
| 651 | Cameray | A lens editor and simulator for fun. | yslib | 96 |
| 652 | dyneusr | Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR) | braindynamicslab | 44 |
| 653 | ActflowToolbox | The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network simulations and machine learning prediction. Helps determine how connections contribute to specific brain functions. | ColeLab | 35 |
| 654 | PySimpleGUI | Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users. | PySimpleGUI | 13455 |
| 655 | alibi | Algorithms for explaining machine learning models | SeldonIO | 2416 |
| 656 | borb | borb is a library for reading, creating and manipulating PDF files in python. | jorisschellekens | 3402 |
| 657 | warp-drive | Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022) | salesforce | 465 |
| 658 | Hyperactive | An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models. | SimonBlanke | 514 |
| 659 | pyRiemann | Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python | pyRiemann | 641 |
| 660 | lmfit-py | Non-Linear Least Squares Minimization, with flexible Parameter settings, based on scipy.optimize, and with many additional classes and methods for curve fitting. | lmfit | 1077 |
| 661 | PathPicker | PathPicker accepts a wide range of input -- output from git commands, grep results, searches -- pretty much anything. After parsing the input, PathPicker presents you with a nice UI to select which files you're interested in. After that you can open them in your favorite editor or execute arbitrary commands. | 5133 | |
| 662 | similarity | TensorFlow Similarity is a python package focused on making similarity learning quick and easy. | tensorflow | 1013 |
| 663 | bpytop | Linux/OSX/FreeBSD resource monitor | aristocratos | 10190 |
| 664 | nitransforms | a standalone fork of nipy/nibabel#656 | nipy | 28 |
| 665 | neuralflow | The framework for inferring Langevin dynamics from spike data | engellab | 27 |
| 666 | tensortools | A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA | neurostatslab | 162 |
| 667 | ICAM | ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping | CherBass | 53 |
| 668 | ST-fMRI | This repository contains code for spatio-temporal deep learning on functional MRI data | metrics-lab | 22 |
| 669 | supervenn | supervenn: precise and easy-to-read multiple sets visualization in Python | gecko984 | 322 |
| 670 | Macast | Macast is a cross-platform application which using mpv as DLNA Media Renderer. | xfangfang | 6156 |
| 671 | stock | 30天掌握量化交易 (持续更新) | Rockyzsu | 5389 |
| 672 | nanslice | A Python implementation of 'dual-coding' | spinicist | 40 |
| 673 | anat-processing-book | A notebook that describes the processing of anatomical data for the Courtois-Neuromod Project. | courtois-neuromod | 7 |
| 674 | voila | Voilà turns Jupyter notebooks into standalone web applications | voila-dashboards | 5473 |
| 675 | whoogle-search | A self-hosted, ad-free, privacy-respecting metasearch engine | benbusby | 9606 |
| 676 | pyinotify | Monitoring filesystems events with inotify on Linux. | seb-m | 2290 |
| 677 | PokePalette | 649 Pokémon palettes as CSVs, with a Python lib to turn names/IDs into palettes, or MatPlotLib compatible ListedColormaps. | CDWimmer | 12 |
| 678 | zoofs | zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size. | jaswinder9051998 | 243 |
| 679 | autojump | A cd command that learns - easily navigate directories from the command line | wting | 16283 |
| 680 | cplot | 🌈 Plot complex functions | nschloe | 153 |
| 681 | fmriclean | fMRI denoising and parcellation | kjamison | 8 |
| 682 | scfc-coupling | Code for paper Heritability and interindividual variability of regional structure-function coupling. | zijin-gu | 16 |
| 683 | poldracklab-learning | Tutorials for learning imaging analysis (and other things), typically in ipython Notebook or R Markdown | poldracklab | 13 |
| 684 | pingouin | Statistical package in Python based on Pandas | raphaelvallat | 1639 |
| 685 | numpyeigen | Fast zero-overhead bindings between NumPy and Eigen | fwilliams | 138 |
| 686 | TorchSnooper | Debug PyTorch code using PySnooper | zasdfgbnm | 801 |
| 687 | alphafold | Open source code for AlphaFold 2. | google-deepmind | 12894 |
| 688 | qbatch | CoBrALab | 28 | |
| 689 | projector-installer | Install, configure and run JetBrains IDEs with Projector Server on Linux or in WSL | JetBrains | 808 |
| 690 | AI-System | System for AI Education Resource. | microsoft | 3626 |
| 691 | xhistogram | Fast, flexible, label-aware histograms for numpy and xarray | xgcm | 91 |
| 692 | hypertools | A Python toolbox for gaining geometric insights into high-dimensional data | ContextLab | 1828 |
| 693 | how-to-write-makefile | 跟我一起写Makefile重制版 | seisman | 3447 |
| 694 | netplotbrain | A package to create simple 3D network visualizations on a brain. | wiheto | 67 |
| 695 | TractSeg | Automatic White Matter Bundle Segmentation | MIC-DKFZ | 229 |
| 696 | Kats | Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends. | facebookresearch | 5087 |
| 697 | C-PAC | Configurable Pipeline for the Analysis of Connectomes | FCP-INDI | 64 |
| 698 | HALFpipe | ENIGMA HALFpipe is a user-friendly software that facilitates reproducible analysis of fMRI data | HALFpipe | 74 |
| 699 | trampolino | TRAMPOLINO (TRActography Meta-Pipeline cOmmand LINe tOol) is a CLI for brain tractography. It leverages Nipype to offer an immediate way to reconstruct an orientation distribution function, use it to track the streamlines and eventually filter them, all using existing software toolboxes. | matteomancini | 6 |
| 700 | fury | FURY - Free Unified Rendering in pYthon. | fury-gl | 246 |
| 701 | tinygrad | You like pytorch? You like micrograd? You love tinygrad! ❤️ | tinygrad | 26968 |
| 702 | pyWhat | 🐸 Identify anything. pyWhat easily lets you identify emails, IP addresses, and more. Feed it a .pcap file or some text and it'll tell you what it is! 🧙♀️ | bee-san | 6662 |
| 703 | chefboost | A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python | serengil | 460 |
| 704 | scientific-visualization-book | An open access book on scientific visualization using python and matplotlib | rougier | 10715 |
| 705 | LaZagne | Credentials recovery project | AlessandroZ | 9612 |
| 706 | HCAE | HCAE (HyperConnectome AutoEncoder) for brain state identification. | basiralab | 16 |
| 707 | External-Attention-pytorch | 🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐ | xmu-xiaoma666 | 11506 |
| 708 | promnesia | Another piece of your extended mind | karlicoss | 1760 |
| 709 | EfficientResearchWork | Efficient research work environment setup for computer science and general workflow for Deep Learning experiments | ChrisWu1997 | 121 |
| 710 | lab | A generic interface for linear algebra backends | wesselb | 70 |
| 711 | topometry | Systematically learn and evaluate manifolds from high-dimensional data | davisidarta | 95 |
| 712 | jraph | A Graph Neural Network Library in Jax | google-deepmind | 1375 |
| 713 | youtube-dl | Command-line program to download videos from YouTube.com and other video sites | ytdl-org | 132536 |
| 714 | dmipy | The open source toolbox for reproducible diffusion MRI-based microstructure estimation | AthenaEPI | 97 |
| 715 | missingno | Missing data visualization module for Python. | ResidentMario | 3966 |
| 716 | dataprep | Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code. | sfu-db | 2072 |
| 717 | rsatoolbox | Python library for Representational Similarity Analysis | rsagroup | 188 |
| 718 | openTSNE | Extensible, parallel implementations of t-SNE | pavlin-policar | 1475 |
| 719 | Nashpy | A python library for 2 player games. | drvinceknight | 335 |
| 720 | Ciw | Ciw is a simulation library for open queueing networks. | CiwPython | 152 |
| 721 | netpyne | A Python package to facilitate the development, parallel simulation, optimization and analysis of multiscale biological neuronal networks in NEURON. | suny-downstate-medical-center | 149 |
| 722 | nighres | Processing tools for high-resolution neuroimaging | nighres | 63 |
| 723 | gradio | Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work! | gradio-app | 34130 |
| 724 | PyContrast | PyTorch implementation of Contrastive Learning methods | HobbitLong | 1943 |
| 725 | DIG | A library for graph deep learning research | divelab | 1886 |
| 726 | Algonauts2021_devkit | Starting code for Algonauts 2021 challenge | Neural-Dynamics-of-Visual-Cognition-FUB | 44 |
| 727 | pytorch_tabular | A standard framework for modelling Deep Learning Models for tabular data | manujosephv | 1391 |
| 728 | TractLearn-WholeBrain | TractLearn is a Manifold Learning Toolbox for precision medicine. The first application is for Diffusion-Weighted MRI quantitative analysis. | GeodAIsics | 8 |
| 729 | sos | SoS workflow system for daily data analysis | vatlab | 274 |
| 730 | xitorch | Differentiable scientific computing library | xitorch | 141 |
| 731 | scalc | Script for doing Slurm Calculations | fasrc | 10 |
| 732 | jurigged | Hot reloading for Python | breuleux | 1405 |
| 733 | potpourri3d | An invigorating blend of 3D geometry tools in Python. | nmwsharp | 440 |
| 734 | tslearn | The machine learning toolkit for time series analysis in Python | tslearn-team | 2914 |
| 735 | PythonLinearNonlinearControl | PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python. | Shunichi09 | 867 |
| 736 | python-mini-projects | A collection of simple python mini projects to enhance your python skills | Python-World | 15017 |
| 737 | minisom | 🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps | JustGlowing | 1454 |
| 738 | ott | google-research | 213 | |
| 739 | bio2art | Convert biological neuronal networks to artificial recurrent neuronal networks | AlGoulas | 20 |
| 740 | Gradient-Free-Optimizers | Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces. | SimonBlanke | 1205 |
| 741 | TIGER | Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021) | safreita1 | 153 |
| 742 | communities | Library of community detection algorithms and visualization tools | shobrook | 732 |
| 743 | skrub | Prepping tables for machine learning | skrub-data | 1223 |
| 744 | YYeTsBot | 🎬 人人影视 机器人和网站，包含人人影视全部资源以及众多网友的网盘分享 | tgbot-collection | 14236 |
| 745 | diojit | Fully compatible CPython jit compiler. Optimising Dynamic, Interpreted, and Object-oriented(DIO) programs. | thautwarm | 116 |
| 746 | rewise | Google auto-complete wrapper | s0md3v | 74 |
| 747 | BluePyOpt | Blue Brain Python Optimisation Library | BlueBrain | 200 |
| 748 | playwright-python | Python version of the Playwright testing and automation library. | microsoft | 11904 |
| 749 | gopup | 数据接口：百度、谷歌、头条、微博指数,宏观数据，利率数据，货币汇率，千里马、独角兽公司，新闻联播文字稿，影视票房数据，高校名单，疫情数据… | justinzm | 2550 |
| 750 | reloadr | Hot code reloading tool for Python | hoh | 529 |
| 751 | redbaron | Bottom-up approach to refactoring in python | PyCQA | 699 |
| 752 | mpl-scatter-density | ⚡ Fast scatter density plots for Matplotlib ⚡ | astrofrog | 499 |
| 753 | Deep-Forest | An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1) | LAMDA-NJU | 915 |
| 754 | annotated_deep_learning_paper_implementations | 🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠 | labmlai | 56482 |
| 755 | depthai | DepthAI Python API utilities, examples, and tutorials. | luxonis | 941 |
| 756 | matplotlib_surface_plotting | matplotlib mesh surface plotter | kwagstyl | 27 |
| 757 | training_extensions | Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™ | openvinotoolkit | 1143 |
| 758 | Ryven | Flow-based visual scripting for Python | leon-thomm | 3816 |
| 759 | pymc | Bayesian Modeling and Probabilistic Programming in Python | pymc-devs | 8729 |
| 760 | awesome-self-supervised-gnn | Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN). | ChandlerBang | 1594 |
| 761 | pytorch_geometric_temporal | PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021) | benedekrozemberczki | 2678 |
| 762 | line_profiler | Line-by-line profiling for Python | pyutils | 2755 |
| 763 | tree | tree is a library for working with nested data structures | google-deepmind | 945 |
| 764 | QuantEcon.py | A community based Python library for quantitative economics | QuantEcon | 1992 |
| 765 | GHunt | 🕵️♂️ Offensive Google framework. | mxrch | 15823 |
| 766 | tf-quant-finance | High-performance TensorFlow library for quantitative finance. | 4562 | |
| 767 | hbnm | Hierarchical brain network model (Demirtas et al., 2019) | murraylab | 15 |
| 768 | hcga | Highly Comparative Graph Analysis - Code for network phenotyping | barahona-research-group | 44 |
| 769 | steampy | A Steam trading library for python 3 | bukson | 575 |
| 770 | caer | High-performance Vision library in Python. Scale your research, not boilerplate. | jasmcaus | 775 |
| 771 | best-of-python-dev | 🏆 A ranked list of awesome python developer tools and libraries. Updated weekly. | ml-tooling | 1049 |
| 772 | neural-identity | sina-mansour | 15 | |
| 773 | funct | Like a Python list but better. | Lauriat | 181 |
| 774 | fiftyone | Refine high-quality datasets and visual AI models | voxel51 | 8903 |
| 775 | BrainPy | Brain Dynamics Programming in Python | brainpy | 536 |
| 776 | slack-export | A python slack exporter | lumbric | 8 |
| 777 | calplot | Calendar heatmaps from Pandas time series data. | tomkwok | 143 |
| 778 | submitit | Python 3.8+ toolbox for submitting jobs to Slurm | facebookincubator | 1304 |
| 779 | more-itertools | More routines for operating on iterables, beyond itertools | more-itertools | 3741 |
| 780 | ranges | Continuous Range, RangeSet, and RangeDict data structures for Python | Superbird11 | 101 |
| 781 | datasketch | MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW | ekzhu | 2587 |
| 782 | bounter | Efficient Counter that uses a limited (bounded) amount of memory regardless of data size. | piskvorky | 936 |
| 783 | mmdetection | OpenMMLab Detection Toolbox and Benchmark | open-mmlab | 29664 |
| 784 | PyTorch-GAN | PyTorch implementations of Generative Adversarial Networks. | eriklindernoren | 16490 |
| 785 | imgclsmob | Sandbox for training deep learning networks | osmr | 2976 |
| 786 | cerberus | Lightweight, extensible data validation library for Python | pyeve | 3170 |
| 787 | MONAI | AI Toolkit for Healthcare Imaging | Project-MONAI | 5902 |
| 788 | pyblaze | Large-Scale Machine and Deep Learning in PyTorch. | borchero | 21 |
| 789 | pycave | Traditional Machine Learning Models for Large-Scale Datasets in PyTorch. | borchero | 126 |
| 790 | causal-curve | A python package with tools to perform causal inference using observational data when the treatment of interest is continuous. | ronikobrosly | 271 |
| 791 | ArchiveBox | 🗃 Open source self-hosted web archiving. Takes URLs/browser history/bookmarks/Pocket/Pinboard/etc., saves HTML, JS, PDFs, media, and more... | ArchiveBox | 22419 |
| 792 | OctoPrint | OctoPrint is the snappy web interface for your 3D printer! | OctoPrint | 8324 |
| 793 | sktime-dl | DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow | sktime | 595 |
| 794 | sktime | A unified framework for machine learning with time series | sktime | 7972 |
| 795 | pytorch-forecasting | Time series forecasting with PyTorch | sktime | 4009 |
| 796 | stanza | Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages | stanfordnlp | 7303 |
| 797 | hummingbird | Hummingbird compiles trained ML models into tensor computation for faster inference. | microsoft | 3359 |
| 798 | diagrams | 🎨 Diagram as Code for prototyping cloud system architectures | mingrammer | 39596 |
| 799 | PrettyErrors | Prettify Python exception output to make it legible. | onelivesleft | 2861 |
| 800 | typer | Typer, build great CLIs. Easy to code. Based on Python type hints. | fastapi | 15835 |
| 801 | datasette | An open source multi-tool for exploring and publishing data | simonw | 9580 |
| 802 | xgcm | python package for analyzing general circulation model output data | xgcm | 228 |
| 803 | Super_Selfish | MECLabTUDA | 92 | |
| 804 | riptable | 64bit multithreaded python data analytics tools for numpy arrays and datasets | rtosholdings | 374 |
| 805 | AOMIC-common-scripts | Common curation/preprocessing/qc scripts for AOMIC | NILAB-UvA | 8 |
| 806 | opytimizer | 🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms. | gugarosa | 606 |
| 807 | frosch | 🐸 Debug faster than a frog catches a fly | HallerPatrick | 199 |
| 808 | aim | Aim 💫 — An easy-to-use & supercharged open-source experiment tracker. | aimhubio | 5228 |
| 809 | yt-dlc | media downloader and library for various sites. | blackjack4494 | 2913 |
| 810 | warp-cli | A CLI tool designed to make interacting with Facebook's Open Source Library "Warp Speed Data Transfer" fast and pain-free. | JustinTimperio | 63 |
| 811 | probnum | Probabilistic Numerics in Python. | probabilistic-numerics | 439 |
| 812 | scalene | Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals | plasma-umass | 12208 |
| 813 | Automation-scripts | Repo for creating awesome automation scripts to make my panda lazier | python-geeks | 1048 |
| 814 | marley | A framework for multi-agent reinforcement learning. | cool-RR | 271 |
| 815 | GraphGallery | GraphGallery is a gallery for benchmarking Graph Neural Networks, From InplusLab. | EdisonLeeeee | 457 |
| 816 | bbox-visualizer | Make drawing and labeling bounding boxes easy as cake | shoumikchow | 391 |
| 817 | subliminal | Subtitles, faster than your thoughts | Diaoul | 2418 |
| 818 | fuck-coding-interviews | How on earth can I ever think of a solution like that in an interview?! | vinta | 690 |
| 819 | pwnagotchi | (⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning. | evilsocket | 7769 |
| 820 | rsmf | Right-size my figures | johannesjmeyer | 175 |
| 821 | tweepy | Twitter for Python! | tweepy | 10549 |
| 822 | rex-gym | OpenAI Gym environments for an open-source quadruped robot (SpotMicro) | nicrusso7 | 991 |
| 823 | moco | PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722 | facebookresearch | 4804 |
| 824 | pytorch-GANs | My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc. | gordicaleksa | 374 |
| 825 | PettingZoo | An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities | Farama-Foundation | 2641 |
| 826 | SuperSuit | A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers | Farama-Foundation | 452 |
| 827 | datasets | 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools | huggingface | 19284 |
| 828 | peepdf | Powerful Python tool to analyze PDF documents | jesparza | 1311 |
| 829 | awesome-discord-communities | A curated list of awesome Discord communities for programmers | mhxion | 2845 |
| 830 | parsl | Parsl - a Python parallel scripting library | Parsl | 507 |
| 831 | ultimate-python | Ultimate Python study guide 🐍 🐍 🐍 | huangsam | 5101 |
| 832 | FinanceToolkit | Transparent and Efficient Financial Analysis | JerBouma | 2974 |
| 833 | ciftify | The tools of the Human Connectome Project (HCP) adapted for working with non-HCP datasets | edickie | 116 |
| 834 | genrl | A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL | SforAiDl | 405 |
| 835 | pydra | Pydra Dataflow Engine | nipype | 121 |
| 836 | sciluigi | A light-weight wrapper library around Spotify's Luigi workflow library to make writing scientific workflows more fluent, flexible and modular | pharmbio | 334 |
| 837 | clinicadl | Framework for the reproducible processing of neuroimaging data with deep learning methods | aramis-lab | 162 |
| 838 | AD-ML | Framework for the reproducible classification of Alzheimer's disease using machine learning | aramis-lab | 40 |
| 839 | clinica | Software platform for clinical neuroimaging studies | aramis-lab | 227 |
| 840 | minGPT | A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training | karpathy | 20245 |
| 841 | eagerpy | PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code | jonasrauber | 695 |
| 842 | usbkill | « usbkill » is an anti-forensic kill-switch that waits for a change on your USB ports and then immediately shuts down your computer. | hephaest0s | 4443 |
| 843 | jax_cosmo | A differentiable cosmology library in JAX | DifferentiableUniverseInitiative | 179 |
| 844 | Transfer-Learning-Library | Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization | thuml | 3444 |
| 845 | urh | Universal Radio Hacker: Investigate Wireless Protocols Like A Boss | jopohl | 11008 |
| 846 | tenacity | Retrying library for Python | jd | 6780 |
| 847 | kornia | Geometric Computer Vision Library for Spatial AI | kornia | 9995 |
| 848 | qaqarot | Quantum Computer Library for Everyone | Qaqarot | 373 |
| 849 | book | xjwanglab | 23 | |
| 850 | neurogym | A curated collection of neuroscience tasks with a common interface. | neurogym | 255 |
| 851 | pooch | A friend to fetch your data files | fatiando | 628 |
| 852 | CMasher | Scientific colormaps for making accessible, informative and 'cmashing' plots | 1313e | 427 |
| 853 | snorkel | A system for quickly generating training data with weak supervision | snorkel-team | 5813 |
| 854 | Sequencer | An algorithm that detects one-dimensional sequences in complex datasets | dalya | 118 |
| 855 | numexpr | Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more | pydata | 2242 |
| 856 | ElegantRL | Massively Parallel Deep Reinforcement Learning. 🔥 | AI4Finance-Foundation | 3751 |
| 857 | cheatsheets | Official Matplotlib cheat sheets | matplotlib | 7370 |
| 858 | Recommender-System | A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on. | SSSxCCC | 410 |
| 859 | deepsnap | Python library assists deep learning on graphs | snap-stanford | 550 |
| 860 | Better-Python-59-Ways | Code Sample of Book "Effective Python: 59 Specific Ways to Write Better Pyton" by Brett Slatkin | SigmaQuan | 1389 |
| 861 | dgl-lifesci | Python package for graph neural networks in chemistry and biology | awslabs | 730 |
| 862 | caliban | Research workflows made easy, locally and in the Cloud. | 494 | |
| 863 | tequila | A High-Level Abstraction Framework for Quantum Algorithms | tequilahub | 370 |
| 864 | docker-git-webhook | 🐳 Pull your Git code into a data volume ready to use in other containers. Provides a webhook, so that the container can get new code pulled in automatically on every push. | eduwass | 21 |
| 865 | mmselfsup | OpenMMLab Self-Supervised Learning Toolbox and Benchmark | open-mmlab | 3200 |
| 866 | confounds | Conquering confounds and covariates: methods, library and guidance | raamana | 37 |
| 867 | fooof | Parameterizing neural power spectra into periodic & aperiodic components. | fooof-tools | 363 |
| 868 | pathpy | An OpenSource python package for the analysis of time series data on networks using higher-order and multi-order graphical models. | pathpy | 85 |
| 869 | aqtinstall | aqt: Another (unofficial) Qt CLI Installer on multi-platforms | miurahr | 943 |
| 870 | pybids | Python tools for querying and manipulating BIDS datasets. | bids-standard | 225 |
| 871 | acme | A library of reinforcement learning components and agents | google-deepmind | 3517 |
| 872 | pandas_alive | Create stunning, animated visualisations with Pandas & Matplotlib as easy as calling df.plot_animated() |
JackMcKew | 582 |
| 873 | mlfinlab | MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools. | hudson-and-thames | 3984 |
| 874 | texar-pytorch | Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/ | asyml | 745 |
| 875 | SymJAX | Documentation: | SymJAX | 120 |
| 876 | blackhat-python3 | Source code for the book "Black Hat Python" by Justin Seitz. The code has been fully converted to Python 3, reformatted to comply with PEP8 standards and refactored to eliminate dependency issues involving the implementation of deprecated libraries. | EONRaider | 2062 |
| 877 | distributedRL | A framework for easy prototyping of distributed reinforcement learning algorithms | cyoon1729 | 95 |
| 878 | littleballoffur | Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020) | benedekrozemberczki | 703 |
| 879 | pytorch-image-models | The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more | huggingface | 32340 |
| 880 | labml | 🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱 | labmlai | 2061 |
| 881 | stable-baselines | A fork of OpenAI Baselines, implementations of reinforcement learning algorithms | hill-a | 4164 |
| 882 | stable-baselines3 | PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms. | DLR-RM | 9181 |
| 883 | scikit-opt | Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman) | guofei9987 | 5285 |
| 884 | interrogate | Explain yourself! Interrogate a codebase for docstring coverage. | econchick | 586 |
| 885 | open_lth | A repository in preparation for open-sourcing lottery ticket hypothesis code. | facebookresearch | 627 |
| 886 | Personae | 📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading. | Ceruleanacg | 1367 |
| 887 | nni | An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning. | microsoft | 14058 |
| 888 | rich | Rich is a Python library for rich text and beautiful formatting in the terminal. | Textualize | 49661 |
| 889 | autosub | Command-line utility to transcribe/translate from video/audio/subtitles to subtitles | BingLingGroup | 1989 |
| 890 | ckan | CKAN is an open-source DMS (data management system) for powering data hubs and data portals. CKAN makes it easy to publish, share and use data. It powers catalog.data.gov, open.canada.ca/data, data.humdata.org among many other sites. | ckan | 4482 |
| 891 | SciencePlots | Matplotlib styles for scientific plotting | garrettj403 | 7177 |
| 892 | Learning-to-See-in-the-Dark | Learning to See in the Dark. CVPR 2018 | cchen156 | 5452 |
| 893 | pytorch-cifar100 | Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet) | weiaicunzai | 4299 |
| 894 | PythonSIFT | A clean and concise Python implementation of SIFT (Scale-Invariant Feature Transform) | rmislam | 937 |
| 895 | ndindex | A Python library for manipulating indices of ndarrays | Quansight-Labs | 98 |
| 896 | gym-super-mario-bros | An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES | Kautenja | 689 |
| 897 | vaex | Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀 | vaexio | 8300 |
| 898 | alfred | alfred-py: A deep learning utility library for human, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046 | lucasjinreal | 900 |
| 899 | invoke | Pythonic task management & command execution. | pyinvoke | 4413 |
| 900 | celluloid | 🎥 Matplotlib animations made easy | jwkvam | 1126 |
| 901 | dominance-analysis | This package can be used for dominance analysis or Shapley Value Regression for finding relative importance of predictors on given dataset. This library can be used for key driver analysis or marginal resource allocation models. | dominance-analysis | 153 |
| 902 | pretrain-gnns | Strategies for Pre-training Graph Neural Networks | snap-stanford | 971 |
| 903 | SingleHDR | [CVPR 2020] Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline | alex04072000 | 546 |
| 904 | ReAgent | A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.) | facebookresearch | 3575 |
| 905 | torchlayers | Shape and dimension inference (Keras-like) for PyTorch layers and neural networks | szymonmaszke | 569 |
| 906 | optuna | A hyperparameter optimization framework | optuna | 10960 |
| 907 | equadratures | equadratures | 98 | |
| 908 | rxivist | API providing access to papers and authors scraped from biorxiv.org | blekhmanlab | 60 |
| 909 | ptan | PyTorch Agent Net: reinforcement learning toolkit for pytorch | Shmuma | 530 |
| 910 | covid-sanity | Aspires to help the influx of bioRxiv / medRxiv papers on COVID-19 | karpathy | 361 |
| 911 | RLs | Reinforcement Learning Algorithms Based on PyTorch | StepNeverStop | 449 |
| 912 | norse | Deep learning with spiking neural networks (SNNs) in PyTorch. | norse | 679 |
| 913 | bsuite | bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent | google-deepmind | 1512 |
| 914 | autonomous-learning-library | A PyTorch library for building deep reinforcement learning agents. | cpnota | 646 |
| 915 | reinforcement-learning | Minimal and Clean Reinforcement Learning Examples | rlcode | 3376 |
| 916 | spinning-up-basic | Basic versions of agents from Spinning Up in Deep RL written in PyTorch | Kaixhin | 197 |
| 917 | Reinforcement-learning-with-tensorflow | Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学 | MorvanZhou | 8935 |
| 918 | RL_code | RL-code for beginners. Enjoying! | Teacher-Guo | 110 |
| 919 | zhusuan | A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow | thu-ml | 2205 |
| 920 | Deep-Reinforcement-Learning-Algorithms-with-PyTorch | PyTorch implementations of deep reinforcement learning algorithms and environments | p-christ | 5649 |
| 921 | tianshou | An elegant PyTorch deep reinforcement learning library. | thu-ml | 7987 |
| 922 | eat_tensorflow2_in_30_days | Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋 | lyhue1991 | 9958 |
| 923 | Stock-Trading-Environment | A custom OpenAI gym environment for simulating stock trades on historical price data. | notadamking | 803 |
| 924 | matplotlib-3d | Experimental 3D axis for matplotlib | rougier | 268 |
| 925 | HPI | Human Programming Interface 🧑👽🤖 | karlicoss | 1471 |
| 926 | superstring.py | A fast and memory-optimized string library for heavy-text manipulation in Python | btwael | 250 |
| 927 | seirsplus | Models of SEIRS epidemic dynamics with extensions, including network-structured populations, testing, contact tracing, and social distancing. | ryansmcgee | 659 |
| 928 | neural_manifolds_replicaMFT | schung039 | 70 | |
| 929 | minimal-hand | A minimal solution to hand motion capture from a single color camera at over 100fps. Easy to use, plug to run. | CalciferZh | 982 |
| 930 | prefect | Prefect is a workflow orchestration framework for building resilient data pipelines in Python. | PrefectHQ | 17554 |
| 931 | AnimeGAN | A Tensorflow implementation of AnimeGAN for fast photo animation ! This is the Open source of the paper 「AnimeGAN: a novel lightweight GAN for photo animation」, which uses the GAN framwork to transform real-world photos into anime images. | TachibanaYoshino | 4494 |
| 932 | whynot | A Python sandbox for decision making in dynamics | socialfoundations | 418 |
| 933 | memory_profiler | Monitor Memory usage of Python code | pythonprofilers | 4385 |
| 934 | python-cheatsheet | Comprehensive Python Cheatsheet | gto76 | 36507 |
| 935 | pytorch-soft-actor-critic | PyTorch implementation of soft actor critic | pranz24 | 817 |
| 936 | scilpy | The Sherbrooke Connectivity Imaging Lab (SCIL) Python dMRI processing toolbox | scilus | 62 |
| 937 | forbiddenfruit | Patch built-in python objects | clarete | 826 |
| 938 | portion | portion, a Python library providing data structure and operations for intervals. | AlexandreDecan | 476 |
| 939 | hcp2bids | To convert Human Connectome projects(HCP) data to BIDS std | suyashdb | 27 |
| 940 | c-elegans-control | EmmaTowlson | 13 | |
| 941 | horovod | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | horovod | 14266 |
| 942 | GraphNeuralNetwork | Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc. | shenweichen | 790 |
| 943 | gluonts | Probabilistic time series modeling in Python | awslabs | 4639 |
| 944 | riskquant | Netflix-Skunkworks | 611 | |
| 945 | arxiv-latex-cleaner | arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv | google-research | 5372 |
| 946 | quantum | Hybrid Quantum-Classical Machine Learning in TensorFlow | tensorflow | 1803 |
| 947 | blessings | A thin, practical wrapper around terminal capabilities in Python | erikrose | 1446 |
| 948 | NPEET | Non-parametric Entropy Estimation Toolbox | gregversteeg | 377 |
| 949 | Chaos | Visualizations of the connections between chaos theory and fractals through the logistic map; made for Veritasium YouTube video | jonnyhyman | 1840 |
| 950 | katana | Katana - Automatic CTF Challenge Solver in Python3 | JohnHammond | 1273 |
| 951 | kepler-mapper | Kepler Mapper: A flexible Python implementation of the Mapper algorithm. | scikit-tda | 632 |
| 952 | pydash | The kitchen sink of Python utility libraries for doing "stuff" in a functional way. Based on the Lo-Dash Javascript library. | dgilland | 1331 |
| 953 | OneForAll | OneForAll是一款功能强大的子域收集工具 | shmilylty | 8399 |
| 954 | MMdnn | MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML. | microsoft | 5798 |
| 955 | BrainSpace | BrainSpace is an open-access toolbox that allows for the identification and analysis of gradients from neuroimaging and connectomics datasets | available in both Python and Matlab | | MICA-MNI | 188 |
| 956 | ndlib | Network Diffusion Library - (for NetworkX and iGraph) | GiulioRossetti | 276 |
| 957 | python-colorlog | A colored formatter for the python logging module | borntyping | 896 |
| 958 | pytorch-optimizer | torch-optimizer -- collection of optimizers for Pytorch | jettify | 3042 |
| 959 | PyTorch-VAE | A Collection of Variational Autoencoders (VAE) in PyTorch. | AntixK | 6705 |
| 960 | CMC | [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis | HobbitLong | 1305 |
| 961 | stellargraph | StellarGraph - Machine Learning on Graphs | stellargraph | 2951 |
| 962 | Proxies | 100行Python代码快速获得一个代理池，两分钟获得数千个有效代理 | 0xHJK | 580 |
| 963 | beets | music library manager and MusicBrainz tagger | beetbox | 12939 |
| 964 | yewtube | yewtube, forked from mps-youtube , is a Terminal based YouTube player and downloader. No Youtube API key required. | mps-youtube | 8131 |
| 965 | music-dl | search and download music 从网易云音乐、QQ音乐、酷狗音乐、百度音乐、虾米音乐、咪咕音乐等搜索和下载歌曲 | 0xHJK | 3814 |
| 966 | spotify-downloader | Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found). | spotDL | 17681 |
| 967 | pyphi | A toolbox for integrated information theory. | wmayner | 378 |
| 968 | tf2-gnn | TensorFlow 2 library implementing Graph Neural Networks | microsoft | 369 |
| 969 | rlax | google-deepmind | 1264 | |
| 970 | bidict | The bidirectional mapping library for Python. | jab | 1482 |
| 971 | ogb | Benchmark datasets, data loaders, and evaluators for graph machine learning | snap-stanford | 1947 |
| 972 | cdlib | Community Discovery Library | GiulioRossetti | 378 |
| 973 | mplhep | Extended histogram plotting on top of matplotlib and HEP collaboration compatible styling | scikit-hep | 189 |
| 974 | prl | Open-source library for a reinforcement learning research. | opium-sh | 54 |
| 975 | tensorflow-generative-model-collections | Collection of generative models in Tensorflow | hwalsuklee | 3911 |
| 976 | pytracking | Visual tracking library based on PyTorch. | visionml | 3247 |
| 977 | pytorch-cnn-visualizations | Pytorch implementation of convolutional neural network visualization techniques | utkuozbulak | 7874 |
| 978 | Lihang | Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang] | SmirkCao | 6036 |
| 979 | graph-normalizing-flows | Code for Graph Normalizing Flows. | jliu | 59 |
| 980 | contextualise | Contextualise is an effective tool particularly suited for organising information-heavy projects and activities consisting of unstructured and widely diverse data and information resources | brettkromkamp | 1056 |
| 981 | numpyro | Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU. | pyro-ppl | 2308 |
| 982 | opnieuw | One weird trick to make your code more reliable | channable | 292 |
| 983 | POT | POT : Python Optimal Transport | PythonOT | 2435 |
| 984 | GraphRicciCurvature | A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph. | saibalmars | 236 |
| 985 | threadpoolctl | Python helpers to limit the number of threads used in native libraries that handle their own internal threadpool (BLAS and OpenMP implementations) | joblib | 348 |
| 986 | inlinec | Effortlessly write inline C functions in Python | ssize-t | 477 |
| 987 | catalyst | Accelerated deep learning R&D | catalyst-team | 3296 |
| 988 | pymdptoolbox | Markov Decision Process (MDP) Toolbox for Python | sawcordwell | 524 |
| 989 | stochastic | Generate realizations of stochastic processes in python. | crflynn | 456 |
| 990 | neurolib | Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿🔬 | neurolib-dev | 408 |
| 991 | codetiming | A flexible, customizable timer for your Python code | realpython | 281 |
| 992 | FrEIA | Framework for Easily Invertible Architectures | vislearn | 773 |
| 993 | mici | Manifold Markov chain Monte Carlo methods in Python | matt-graham | 221 |
| 994 | openpilot | openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 275+ supported cars. | commaai | 49988 |
| 995 | gin-config | Gin provides a lightweight configuration framework for Python | 2063 | |
| 996 | trax | Trax — Deep Learning with Clear Code and Speed | 8101 | |
| 997 | imgaug | Image augmentation for machine learning experiments. | aleju | 14424 |
| 998 | the-gan-zoo | A list of all named GANs! | hindupuravinash | 14334 |
| 999 | pandapy | PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai) | firmai | 549 |
| 1000 | pytorch-metric-learning | The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch. | KevinMusgrave | 6017 |
| 1001 | C1GamesStarterKit | Starter kit for new players of Terminal. Contains starter-algo and a basic CLI for running/debugging algo's locally. | correlation-one | 228 |
| 1002 | CogDL | CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023) | THUDM | 1736 |
| 1003 | torchio | Medical imaging toolkit for deep learning | fepegar | 2076 |
| 1004 | karateclub | Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020) | benedekrozemberczki | 2169 |
| 1005 | PyCX | PyCX is a Python-based sample code repository for complex systems research and education. | hsayama | 221 |
| 1006 | matplotlib-tutorial | Matplotlib tutorial for beginner | rougier | 2964 |
| 1007 | proplot | 🎨 A succinct matplotlib wrapper for making beautiful, publication-quality graphics | proplot-dev | 1116 |
| 1008 | guider | A Practically Applicable Performance Analyzer for Real Product Development | iipeace | 630 |
| 1009 | PhotoWakeUpHMR | HMR modified for PhotoWakeUP input | kekedan | 77 |
| 1010 | dm_memorytasks | A set of 13 diverse machine-learning tasks that require memory to solve. | google-deepmind | 221 |
| 1011 | fastapi | FastAPI framework, high performance, easy to learn, fast to code, ready for production | fastapi | 77878 |
| 1012 | plumbum | Plumbum: Shell Combinators | tomerfiliba | 2824 |
| 1013 | boto3 | AWS SDK for Python | boto | 9075 |
| 1014 | remi | Python REMote Interface library. Platform independent. In about 100 Kbytes, perfect for your diet. | rawpython | 3532 |
| 1015 | tnt | A lightweight library for PyTorch training tools and utilities | pytorch | 1666 |
| 1016 | ignite | High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently. | pytorch | 4531 |
| 1017 | trio | Trio – a friendly Python library for async concurrency and I/O | python-trio | 6214 |
| 1018 | metaflow | Open Source Platform for developing, scaling and deploying serious ML, AI, and data science systems | Netflix | 8269 |
| 1019 | streamlit | Streamlit — A faster way to build and share data apps. | streamlit | 35848 |
| 1020 | pyodide | Pyodide is a Python distribution for the browser and Node.js based on WebAssembly | pyodide | 12308 |
| 1021 | GPT2-Chinese | Chinese version of GPT2 training code, using BERT tokenizer. | Morizeyao | 7472 |
| 1022 | Pyrr | 3D mathematical functions using NumPy | adamlwgriffiths | 403 |
| 1023 | normalizing-flows | Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch. | tonyduan | 272 |
| 1024 | GPy | Gaussian processes framework in python | SheffieldML | 2046 |
| 1025 | quantumflow | QuantumFlow: A Quantum Algorithms Development Toolkit | gecrooks | 59 |
| 1026 | dimensionality_reduction_alo_codes | 特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现 | heucoder | 2302 |
| 1027 | EnAET | EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning | wang3702 | 69 |
| 1028 | sickchill | Less rage, more chill. | SickChill | 2404 |
| 1029 | HackingNeuralNetworks | A small course on exploiting and defending neural networks | Kayzaks | 2558 |
| 1030 | mitogen | Distributed self-replicating programs in Python | mitogen-hq | 2344 |
| 1031 | torchdiffeq | Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation. | rtqichen | 5607 |
| 1032 | OpenNE | An Open-Source Package for Network Embedding (NE) | thunlp | 1688 |
| 1033 | GPF | GPF（Graph Processing Flow）：利用图神经网络处理问题的一般化流程 | xchadesi | 91 |
| 1034 | dovpanda | Directions overlay for working with pandas in an analysis environment | dovpanda-dev | 474 |
| 1035 | click | Python composable command line interface toolkit | pallets | 15794 |
| 1036 | Metrics | Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave | benhamner | 1629 |
| 1037 | awesome-python | An opinionated list of awesome Python frameworks, libraries, software and resources. | vinta | 225462 |
| 1038 | ludwig | Low-code framework for building custom LLMs, neural networks, and other AI models | ludwig-ai | 11203 |
| 1039 | Ax | Adaptive Experimentation Platform | 2379 | |
| 1040 | cachier | Persistent, stale-free, local and cross-machine caching for Python functions. | python-cachier | 562 |
| 1041 | snakeviz | An in-browser Python profile viewer | jiffyclub | 2357 |
| 1042 | pyperf | Toolkit to run Python benchmarks | psf | 817 |
| 1043 | proxy.py | 💫 Ngrok FRP Alternative • ⚡ Fast • 🪶 Lightweight • 0️⃣ Dependency • 🔌 Pluggable • 😈 TLS interception • 🔒 DNS-over-HTTPS • 🔥 Poor Man's VPN • ⏪ Reverse & ⏩ Forward • 👮🏿 "Proxy Server" framework • 🌐 "Web Server" framework • ➵ ➶ ➷ ➠ "PubSub" framework • 👷 "Work" acceptor & executor framework | abhinavsingh | 3074 |
| 1044 | traceml | Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon. | polyaxon | 504 |
| 1045 | ydata-profiling | 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames. | ydataai | 12553 |
| 1046 | optimus | 🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark | hi-primus | 1481 |
| 1047 | pyjanitor | Clean APIs for data cleaning. Python implementation of R package Janitor | pyjanitor-devs | 1368 |
| 1048 | python-ftfy | Fixes mojibake and other glitches in Unicode text, after the fact. | rspeer | 3820 |
| 1049 | pandas_flavor | The easy way to write your own flavor of Pandas | pyjanitor-devs | 301 |
| 1050 | pandas-log | The goal of pandas-log is to provide feedback about basic pandas operations. It provides simple wrapper functions for the most common functions that add additional logs | eyaltrabelsi | 214 |
| 1051 | colorama | Simple cross-platform colored terminal text in Python | tartley | 3570 |
| 1052 | knockknock | 🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code | huggingface | 2795 |
| 1053 | recursive | Recursive Mono & Sans is a variable font family for code & UI | arrowtype | 3303 |
| 1054 | deep_learning_object_detection | A paper list of object detection using deep learning. | hoya012 | 11319 |
| 1055 | KernelGCN | Codes for NIPS 2019 Paper: Rethinking Kernel Methods for Node Representation Learning on Graphs | bluer555 | 34 |
| 1056 | spaCy | 💫 Industrial-strength Natural Language Processing (NLP) in Python | explosion | 30302 |
| 1057 | MouseBrainHierarchy | AllenInstitute | 13 | |
| 1058 | pytorch-OpCounter | Count the MACs / FLOPs of your PyTorch model. | Lyken17 | 4895 |
| 1059 | detectron2 | Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. | facebookresearch | 30591 |
| 1060 | Detectron | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | facebookresearch | 26276 |
| 1061 | hyperopt-sklearn | Hyper-parameter optimization for sklearn | hyperopt | 1589 |
| 1062 | hyperopt | Distributed Asynchronous Hyperparameter Optimization in Python | hyperopt | 7263 |
| 1063 | pyzotero | Pyzotero: a Python client for the Zotero API | urschrei | 909 |
| 1064 | fairseq | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | facebookresearch | 30579 |
| 1065 | tensor2tensor | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | tensorflow | 15574 |
| 1066 | trip-planner | A CLI tool for planning trip itinerary. | adl1995 | 349 |
| 1067 | cvxpylayers | Differentiable convex optimization layers | cvxgrp | 1825 |
| 1068 | livelossplot | Live training loss plot in Jupyter Notebook for Keras, PyTorch and others | stared | 1293 |
| 1069 | giotto-tda | A high-performance topological machine learning toolbox in Python | giotto-ai | 858 |
| 1070 | h36m-fetch | Human 3.6M 3D human pose dataset fetcher | anibali | 368 |
| 1071 | PHATE | PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data. | KrishnaswamyLab | 475 |
| 1072 | torchani | Accurate Neural Network Potential on PyTorch | aiqm | 465 |
| 1073 | tSNE-Animation | Hacking sklearn's t-SNE implementation to animate embedding process | KellerJordan | 53 |
| 1074 | trimap | TriMap: Large-scale Dimensionality Reduction Using Triplets | eamid | 306 |
| 1075 | deep-kernel-transfer | Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020) | BayesWatch | 201 |
| 1076 | neural-structured-learning | Training neural models with structured signals. | tensorflow | 984 |
| 1077 | HCP-Tractography | Dipy pipeline for reconstruction and tracking of tractography from Human Connectome Project dataset | FBK-NILab | 9 |
| 1078 | abcd-hcp-pipeline | bids application for processing functional MRI data, robust to scanner, acquisition and age variability. | DCAN-Labs | 50 |
| 1079 | python-topology | An easy-to-use module for dealing with topological data in python. | CarsonScott | 5 |
| 1080 | captum | Model interpretability and understanding for PyTorch | pytorch | 4943 |
| 1081 | NeMo | A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech) | NVIDIA | 12200 |
| 1082 | sotabench-eval | Easily evaluate machine learning models on public benchmarks | paperswithcode | 171 |
| 1083 | torchbench | Easily benchmark machine learning models in PyTorch | paperswithcode | 147 |
| 1084 | robel | ROBEL: Robotics Benchmarks for Learning with low-cost robots | google-research | 139 |
| 1085 | DeepCCA | An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch. | Michaelvll | 299 |
| 1086 | HRERE | Heterogeneous Representations for Neural Relation Extraction https://arxiv.org/abs/1903.10126 | billy-inn | 69 |
| 1087 | HAN | Heterogeneous Graph Neural Network | Jhy1993 | 1090 |
| 1088 | metriclearningbench | Metric learning models in PyTorch with results on CUB2011, CARS196, Stanford Online Products | vadimkantorov | 65 |
| 1089 | pyglmnet | Python implementation of elastic-net regularized generalized linear models | glm-tools | 280 |
| 1090 | graphbrain | Language, Knowledge, Cognition | graphbrain | 585 |
| 1091 | backpack | This repository is no longer maintained. Check | toiaydcdyywlhzvlob | 82 |
| 1092 | python-tabulate | Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from bitbucket.org/astanin/python-tabulate. | astanin | 2188 |
| 1093 | higher | higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps. | facebookresearch | 1593 |
| 1094 | pytorch_memlab | Profiling and inspecting memory in pytorch | Stonesjtu | 1021 |
| 1095 | gpustat | 📊 A simple command-line utility for querying and monitoring GPU status | wookayin | 4074 |
| 1096 | Greedy_InfoMax | Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations | loeweX | 284 |
| 1097 | Cyberbrain-Deprecated | [Deprecation] This project has been deprecated. Development moved to github.com/laike9m/Cyberbrain | laike9m | 166 |
| 1098 | Graph-U-Nets | Pytorch implementation of Graph U-Nets (ICML19) | HongyangGao | 519 |
| 1099 | Torchelie | Torchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch. | Vermeille | 111 |
| 1100 | HORD | Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates | ili3p | 114 |
| 1101 | BioNEV | Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020) | xiangyue9607 | 226 |
| 1102 | torchdatasets | PyTorch dataset extended with map, cache etc. (tensorflow.data like) | szymonmaszke | 328 |
| 1103 | torchfunc | PyTorch functions and utilities to make your life easier | szymonmaszke | 195 |
| 1104 | cupy | NumPy & SciPy for GPU | cupy | 9506 |
| 1105 | opt_einsum | ⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization. | dgasmith | 863 |
| 1106 | Efficient-PyTorch | My best practice of training large dataset using PyTorch. | Lyken17 | 1087 |
| 1107 | DeepESN | Deep Echo State Network (DeepESN) Python library | lucapedrelli | 115 |
| 1108 | pyquil | A Python library for quantum programming using Quil. | rigetti | 1411 |
| 1109 | graphsage-simple | Simple reference implementation of GraphSAGE. | williamleif | 998 |
| 1110 | pytorch_active_learning | PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book | rmunro | 943 |
| 1111 | howdoi | instant coding answers via the command line | gleitz | 10615 |
| 1112 | tqdm_multi_thread | A tqdm multi-thread helper | boydfd | 12 |
| 1113 | pytorch-tutorial | PyTorch Tutorial for Deep Learning Researchers | yunjey | 30292 |
| 1114 | cs230-code-examples | Code examples in pyTorch and Tensorflow for CS230 | cs230-stanford | 3942 |
| 1115 | kubernetes-workshop | ⚙️ A Gentle introduction to Kubernetes with more than just the basics. 🌟 Give it a star if you like it. | eon01 | 3231 |
| 1116 | pyvista | 3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK) | pyvista | 2736 |
| 1117 | organize | The file management automation tool. | tfeldmann | 2339 |
| 1118 | abagen | A toolbox for working with Allen Human Brain Atlas microarray expression data | rmarkello | 94 |
| 1119 | PXL | A collection of small bits of code useful for dealing with data, plotting, etc. | petebachant | 13 |
| 1120 | awkward-0.x | Manipulate arrays of complex data structures as easily as Numpy. | scikit-hep | 215 |
| 1121 | OptimalLinkPrediction | This page is a companion for our paper on optimal link prediction, written by Amir Ghasemian, Homa Hosseinmardi, Aram Galstyan, Edoardo M. Airoldi, and Aaron Clauset. (arXiv:1909.07578) | Aghasemian | 63 |
| 1122 | learn2learn | A PyTorch Library for Meta-learning Research | learnables | 2670 |
| 1123 | pytorch-meta | A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch | tristandeleu | 1991 |
| 1124 | transformers | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | huggingface | 135368 |
| 1125 | biobert | Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining | dmis-lab | 1958 |
| 1126 | pymanopt | Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation | pymanopt | 768 |
| 1127 | arsenal | Arsenal of python utilities. | timvieira | 272 |
| 1128 | DeepMouse | The code base for simulating learning in the mouse brain visual cortex using anatomically-guided deep neural networks | arnaghosh | 3 |
| 1129 | clip-as-service | 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP | jina-ai | 12465 |
| 1130 | TopologyLayer | A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch | bruel-gabrielsson | 377 |
| 1131 | superintendent | Practical active learning in python | janfreyberg | 189 |
| 1132 | distribution-is-all-you-need | The basic distribution probability Tutorial for Deep Learning Researchers | graykode | 1625 |
| 1133 | mouse_connectivity_models | Python package providing mesoscale connectivity models for mouse. | AllenInstitute | 39 |
| 1134 | Long-range-micro-connectome | BlueBrain's recipe writer to parameterize structure and logic of a mouse whole-neocortex connectome | BlueBrain | 10 |
| 1135 | reinforcement-learning-an-introduction | Python Implementation of Reinforcement Learning: An Introduction | ShangtongZhang | 13615 |
| 1136 | TensorLayer | Deep Learning and Reinforcement Learning Library for Scientists and Engineers | tensorlayer | 7334 |
| 1137 | D3DShot | Extremely fast and robust screen capture on Windows with the Desktop Duplication API | SerpentAI | 332 |
| 1138 | diff2vec | Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX. | benedekrozemberczki | 127 |
| 1139 | awesome-data-comp-solution | 数据科学/人工智能比赛解决方案汇总 | apachecn | 523 |
| 1140 | viscm | A tool for visualizing and designing colormaps using colorspacious and matplotlib | matplotlib | 166 |
| 1141 | vapeplot | matplotlib extension for vaporwave aesthetics | dantaki | 582 |
| 1142 | py-findpeaks | Overview of the peaks dectection algorithms available in Python | MonsieurV | 759 |
| 1143 | openqasm | Quantum assembly language for extended quantum circuits | openqasm | 1245 |
| 1144 | floweaver | View flow data as Sankey diagrams | ricklupton | 449 |
| 1145 | pyheatmagic | IPython magic command to profile and view your python code as a heat map. | csurfer | 1030 |
| 1146 | pprofile | Line-granularity, thread-aware deterministic and statistic pure-python profiler | vpelletier | 447 |
| 1147 | snoop | A powerful set of Python debugging tools, based on PySnooper | alexmojaki | 1283 |
| 1148 | PySnooper | Never use print for debugging again | cool-RR | 16406 |
| 1149 | heartrate | Simple real time visualisation of the execution of a Python program. | alexmojaki | 1762 |
| 1150 | tavern | A command-line tool and Python library and Pytest plugin for automated testing of RESTful APIs, with a simple, concise and flexible YAML-based syntax | taverntesting | 1030 |
| 1151 | pytorch-lightning | Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes. | Lightning-AI | 28460 |
| 1152 | sistine | Turn a MacBook into a Touchscreen with $1 of Hardware | bijection | 3248 |
| 1153 | apprise | Apprise - Push Notifications that work with just about every platform! | caronc | 12038 |
| 1154 | geomloss | Geometric loss functions between point clouds, images and volumes | jeanfeydy | 598 |
| 1155 | NetDynFlow | A package to study complex networks based on the temporal evolution of their Dynamic Communicability and Flow. | mb-BCA | 10 |
| 1156 | vedo | A python module for scientific analysis of 3D data based on VTK and Numpy | marcomusy | 2052 |
| 1157 | torchprof | PyTorch layer-by-layer model profiler | awwong1 | 607 |
| 1158 | gpytorch | A highly efficient implementation of Gaussian Processes in PyTorch | cornellius-gp | 3583 |
| 1159 | python-hunter | Hunter is a flexible code tracing toolkit. | ionelmc | 803 |
| 1160 | smiley | Python Application Tracer | smiley-debugger | 392 |
| 1161 | behave | BDD, Python style. | behave | 3198 |
| 1162 | Axelrod | A research tool for the Iterated Prisoner's Dilemma | Axelrod-Python | 728 |
| 1163 | CSrankings | A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas. | emeryberger | 2725 |
| 1164 | numpy-ml | Machine learning, in numpy | ddbourgin | 15513 |
| 1165 | mbbl | WilsonWangTHU | 389 | |
| 1166 | examples | Learn to create a desktop app with Python and Qt | pyqt | 2380 |
| 1167 | pystan2 | PyStan, the Python interface to Stan | stan-dev | 921 |
| 1168 | rlpyt | Reinforcement Learning in PyTorch | astooke | 2234 |
| 1169 | multiscalebrainparcellator | Multi-Scale Brain Parcellator, part of the Connectome Mapping Toolkit (CMTK), is a BIDS App that implements a full anatomical MRI processing pipeline, from raw T1w data to structural brain parcellation at five different scales. | sebastientourbier | 11 |
| 1170 | skggm | Scikit-learn compatible estimation of general graphical models | skggm | 243 |
| 1171 | tf-gnn-samples | TensorFlow implementations of Graph Neural Networks | microsoft | 916 |
| 1172 | posthoc | Post-hoc modification of linear models | wmvanvliet | 8 |
| 1173 | pypes | Reusable neuroimaging pipelines using nipype | Neurita | 16 |
| 1174 | gconvRNN | Graph convolutional recurrent neural network | youngjoo-epfl | 178 |
| 1175 | ClusterGCN | A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019). | benedekrozemberczki | 787 |
| 1176 | nvidia-htop | A tool for enriching the output of nvidia-smi. | peci1 | 541 |
| 1177 | Brancher | A user-centered Python package for differentiable probabilistic inference | AI-DI | 203 |
| 1178 | P-GNN | Position-aware Graph Neural Networks | JiaxuanYou | 395 |
| 1179 | TensorNetwork | A library for easy and efficient manipulation of tensor networks. | 1822 | |
| 1180 | OpenBCI_Python | The Python software library designed to work with OpenBCI hardware. | openbci-archive | 509 |
| 1181 | AttentionWalk | A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018). | benedekrozemberczki | 321 |
| 1182 | ASTGCN-2019-mxnet | Davidham3 | 394 | |
| 1183 | gated-graph-transformer-network | Code to accompany the paper "Learning Graphical State Transitions" | danieldjohnson | 169 |
| 1184 | KnowledgeGraphEmbedding | DeepGraphLearning | 1276 | |
| 1185 | munkres | Munkres algorithm for Python | bmc | 228 |
| 1186 | ray | Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. | ray-project | 34136 |
| 1187 | dvc | 🦉 Data Versioning and ML Experiments | iterative | 13947 |
| 1188 | datalad | Keep code, data, containers under control with git and git-annex | datalad | 544 |
| 1189 | Generative-Adversarial-Networks-Roadmap | The Roadmap to Learn Generative Adversarial Networks (GANs) | instillai | 387 |
| 1190 | beta | An open source reimplementation of Benny Brodda's BETA in Python | koskenni | 63 |
| 1191 | videoflow | Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment. | videoflow | 1010 |
| 1192 | ubc-cluster-goodies | Automation scripts for compute canada | ubc-vision | 36 |
| 1193 | elkai | elkai is a Python library for solving travelling salesman problems (TSP) based on LKH 3 | fikisipi | 178 |
| 1194 | pydebug | Decorators for debugging Python | benmezger | 41 |
| 1195 | awesome-decision-tree-papers | A collection of research papers on decision, classification and regression trees with implementations. | benedekrozemberczki | 2382 |
| 1196 | theoretical-physics | Source code of the Theoretical Physics Reference online book | certik | 223 |
| 1197 | arXausality | A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past. | logangraham | 414 |
| 1198 | backup-slack | A script for backing up your message history from Slack | alexwlchan | 64 |
| 1199 | spectral_inference_networks | Implementation of Spectral Inference Networks, ICLR 2019 | google-deepmind | 171 |
| 1200 | GraphWaveletNeuralNetwork | A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019) | benedekrozemberczki | 575 |
| 1201 | walklets | A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017). | benedekrozemberczki | 105 |
| 1202 | MixHop-and-N-GCN | An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019). | benedekrozemberczki | 402 |
| 1203 | PyNets | A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning | dPys | 123 |
| 1204 | stackprinter | Debugging-friendly exceptions for Python | cknd | 1284 |
| 1205 | Meshroom | 3D Reconstruction Software | alicevision | 11251 |
| 1206 | adaptive | 📈 Adaptive: parallel active learning of mathematical functions | python-adaptive | 1164 |
| 1207 | multi-armed-bandit | Play with the solutions to the multi-armed-bandit problem. | lilianweng | 397 |
| 1208 | dl4chem-geometry | nyu-dl | 62 | |
| 1209 | IsingBornMachine | Implementation of Quantum Ising Born Machine | BrianCoyle | 19 |
| 1210 | NetMF | Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec | xptree | 186 |
| 1211 | pandarallel | A simple and efficient tool to parallelize Pandas operations on all available CPUs | nalepae | 3685 |
| 1212 | regressions | A Python package that implements various regression algorithms, including Partial Least Squares and Principal Components Regression | jhumphry | 22 |
| 1213 | structural-probes | Codebase for testing whether hidden states of neural networks encode discrete structures. | john-hewitt | 383 |
| 1214 | minimc | Just a little MCMC | ColCarroll | 217 |
| 1215 | WolframClientForPython | Call Wolfram Language functions from Python | WolframResearch | 447 |
| 1216 | PyTorch-BigGraph | Generate embeddings from large-scale graph-structured data. | facebookresearch | 3388 |
| 1217 | pomegranate | Fast, flexible and easy to use probabilistic modelling in Python. | jmschrei | 3376 |
| 1218 | modin | Modin: Scale your Pandas workflows by changing a single line of code | modin-project | 9904 |
| 1219 | keras-gat | Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903) | danielegrattarola | 475 |
| 1220 | pytorch_structure2vec | pytorch implementation of structure2vec (https://arxiv.org/abs/1603.05629) | Hanjun-Dai | 307 |
| 1221 | ValueBasedPrioritization | freeradical13 | 12 | |
| 1222 | PsyNeuLink | A block modeling system for cognitive neuroscience | Princeton |