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0.3.6 Alpha Release

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@johnandersen777 johnandersen777 released this 04 Apr 21:41

[0.3.6] - 2020-04-04

Added

  • Operations for taking input from the user AcceptUserInput and for printing the output print_output
  • Hugging Face Transformers tensorflow based NER models.
  • PNG ConfigLoader for reading images as arrays to predict using MNIST trained models
  • Docstrings and doctestable examples to record.py.
  • Inputs can be validated using operations
    • validate parameter in Input takes Operation.instance_name
  • New db source can utilize any database that inherits from BaseDatabase
  • Logistic Regression with SAG optimizer
  • shouldi got an operation to run cargo-audit on rust code.
  • Moved all the downloads to tests/downloads to speed the CI test.
  • Test tensorflow DNNEstimator documentation exaples in CI
  • Add python code for tensorflow DNNEstimator
  • Ability to run a subflow as if it were an operation using the
    dffml.dataflow.run operation.
  • Support for operations without inputs.
  • Partial doctestable examples to features.py
  • Doctestable examples for BaseSource
  • Instructions for setting up debugging environment in VSCode

Fixed

  • New model tutorial mentions file paths that should be edited.
  • DataFlow is no longer a dataclass to prevent it from being exported
    incorrectly.
  • operations_parameter_set_pairs moved to MemoryOrchestratorContext
  • Ignore generated files in docs/plugins/
  • Treat "~" as the the home directory rather than a literal
  • Windows support by selecting asyncio.ProactorEventLoop and not using
    asyncio.FastChildWatcher.
  • Moved SLR into the main dffml package and removed scratch:slr.

Changed

  • Refactor model/tensroflow