Repositories list

• Python-Loop-Replacement-with-NumPy-and-PyTorch

  Public archive
  Python Loop Replacement with NumPy and PyTorch - Fancy Slicing, UFuncs and equivalent, Aggregations, Sorting and more

  Jupyter Notebook

  •7•15•0•0•Updated Sep 24, 2024Sep 24, 2024

• Introduction_to_Machine_Learning

  Public archive
  Introduction to Machine Learning with focus on Scikit-learn* algorithms and how to accelerate those algorithms with a couple of line of code on CPU using Intel Extensions for Scikit-learn

  Jupyter Notebook

  •3•5•0•0•Updated Sep 16, 2024Sep 16, 2024

• .github

  Public
  Other

  •0•0•0•0•Updated Aug 19, 2024Aug 19, 2024

• PyTorch_Optimizations

  Public archive
  Describe how Intel SIMD and Cache optimization provided by Intel oneMKL-DNN as well as the Intel Extensions for PyTorch can accelerate your pytorch workloads especially prior to training loop or during post processing. Also explore how to use Intel Extensions to PyTorch and how to access Intel GPU for PyTorch

  Jupyter Notebook

  •4•4•0•0•Updated Aug 19, 2024Aug 19, 2024

• DL-using-oneAPI

  Public archive
  Focus will be on Deep Learning optimizations using oneAPI

  Jupyter Notebook

  •1•2•0•0•Updated Aug 19, 2024Aug 19, 2024

• Machine-Learning-using-oneAPI

  Public archive
  Machine Learning using oneAPI. Explores Intel Extensions for scikit-learn* and NumPy, SciPy, Pandas powered by oneAPI

  HTML

  •22•36•0•1•Updated Aug 12, 2024Aug 12, 2024

• sd_ws

  Public
  Material for the Diffusers Workshop on ITDC

  Jupyter Notebook

  •

  MIT License

  •0•1•0•0•Updated Jun 25, 2024Jun 25, 2024

• ForestFirePrediction

  Public archive
  Forest fire prediction using finetuning on CPU with MODIS and NAIP aerial photos and resnet with acceleration using Intel Extensions for PyTorch

  Jupyter Notebook

  •

  MIT License

  •12•17•0•0•Updated Jun 17, 2024Jun 17, 2024

• Intel_oneAPI_MKL_Training

  Public archive
  This is a series of sample exercises demonstrating how to use oneMKL

  Jupyter Notebook

  •0•1•0•0•Updated Apr 2, 2024Apr 2, 2024

• Jurassic

  Public archive
  Jurassic

  Jupyter Notebook

  •

  MIT License

  •10•24•0•0•Updated Feb 6, 2024Feb 6, 2024

• NumPy_Optimizations

  Public archive
  Exercises to replace loops with NumPy function equivalents to gain 10X to 100sX acceleration over simple minded python loop access

  Jupyter Notebook

  •3•5•0•0•Updated Dec 21, 2023Dec 21, 2023

• SYCL_101

  Public
  From zero to oneAPI Hero

  HTML

  •

  MIT License

  •3•1•1•0•Updated Dec 20, 2023Dec 20, 2023

• AIGamedevToolkit

  Public archive
  Foundation layer for AI Gamedev Toolkit which can be built upon by dev community

  C#

  •

  MIT License

  •17•61•1•0•Updated Feb 7, 2023Feb 7, 2023

• Intel-Extensions-for-Scikit-learn-Essentials-for-Machine-Learning

  Public archive
  Jupyter Notebook

  •9•15•0•0•Updated Jun 7, 2022Jun 7, 2022

• aigamedevtoolkit-starter-demos

  Public archive
  Demos intended to be run with AI GameDev Toolkit (separate download)

  C#

  •

  MIT License

  •3•11•0•0•Updated Feb 16, 2022Feb 16, 2022

• scikit-learn_essentials

  Public archive
  Course demonstrating how to using SYCL context and Intel(R) Extensions for scikit-learn* to optimize selected sklearn algorithms and target them for gpu

  Jupyter Notebook

  •3•4•0•0•Updated Dec 9, 2021Dec 9, 2021

• PC-Skills-Framework

  Public archive
  C#

  •8•7•0•0•Updated Sep 24, 2019Sep 24, 2019

• ue4-parallel

  Public archive
  Demo of parallel-for flocking algorithm on Unreal4

  C++

  •29•63•1•1•Updated Nov 3, 2018Nov 3, 2018

• particle_fountain_vulkan_cpu

  Public archive
  C++

  •5•5•0•0•Updated Dec 14, 2017Dec 14, 2017

• particle_fountain_vulkan_gpu

  Public archive
  C++

  •4•9•0•0•Updated Dec 14, 2017Dec 14, 2017

• unity-parallel-gpu

  Public archive
  C#

  •7•24•0•0•Updated Dec 14, 2017Dec 14, 2017

• unity-parallel-cpu

  Public archive
  C#

  •4•10•0•0•Updated Dec 14, 2017Dec 14, 2017

• Tutorial-Password-Manager-with-Intel-SGX

  Public archive
  This sample code demonstrates a password manager utilizing Intel SGX.

  C++

  •20•34•0•0•Updated Jul 14, 2016Jul 14, 2016

• OpenGLBestPracticesfor6thGenIntelProcessor

  Public archive
  Game developers often use OpenGL to handle the rendering chores for graphics-intensive games. OpenGL is an application programming interface for efficiently rendering two- and three-dimensional vector graphics. The code samples are a series from Grahics API developer guide for for 6th generation Intel® Core™ processor (https://software.intel.co…

  C++

  •19•57•1•0•Updated Jun 24, 2016Jun 24, 2016