Data Flow Facilitator for Machine Learning (dffml) v0.3.5 Release Notes

Release Date: 2020-03-10 // almost 2 years ago
  • [0.3.5] - 2020-03-10

    โž• Added

    • Parent flows can now forward inputs to active contexts of subflows.
      • forward parameter in DataFlow
      • subflow in OperationImplementationContext
    • ๐Ÿ“š Documentation on writing examples and running doctests
    • โœ… Doctestable Examples to high-level API.
    • Shouldi got an operation to run npm-audit on JavaScript code
    • ๐Ÿ“„ Docstrings and doctestable examples for (features and evaluated)
    • Simplified model API with SimpleModel
    • ๐Ÿ“š Documentation on how DataFlows work conceptually.
    • ๐Ÿ’… Style guide now contains information on class, variable, and function naming.

    ๐Ÿ”„ Changed

    • ๐Ÿ“š Restructured contributing documentation
    • โœ… Use randomly generated data for scikit tests
    • ๐Ÿ”„ Change Core to Official to clarify who maintains each plugin
    • Name of output of unsupervised model from "Prediction" to "cluster"
    • ๐Ÿ“š Test scikit LR documentation examples in CI
    • ๐Ÿš€ Create a fresh archive of the git repo for release instead of cleaning
      ๐Ÿš€ existing repo with git clean for development service release command.
    • โœ… Simplified SLR tests for scratch model
    • ๐Ÿ“š Test tensorflow DNNClassifier documentation exaples in CI
    • config directories and files associated with ConfigLoaders have been renamed
      to configloader.
    • Model config directory parameters are now pathlib.Path objects
    • ๐Ÿ†• New model tutorial and skel/model use simplifeid model API.