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@iNetanel iNetanel released this 29 Jan 13:24
· 2 commits to main since this release
v1.1.0
c0076c6
  • 1.1.0 [290124] (Netanel Eliav):
    1. Bug Fix:
    • Fixed typos and addressed an issue where build.sh wasn't generating requirements.txt when the file exists.
    1. Performance:
    • Improved model mapping (part of the .fit method) by restructuring some methods, resulting in fewer iterations for the same tasks.
    1. Feature:
    • Added a new method for adaptive mode, the new Mutually Exclusive Estimation (_mutually_exclusive_detection) for boolean and one-hot encoded features. It will now handle classification tasks better by checking mutually exclusive features that are always the same or always not the same. Please refer to the documentation.
    • Added a progress bar using tqdm lib for .fit method. It now shows progress within AdaptiveBridge for the following processes:
      • Determining Feature Distribution
      • Calculating Feature Importance
      • Estimating Mutually Exclusive
      • Mapping Models and Features
      • Creating Feature Dependencies

    NOTE: This version is the first production release version. It contains unit tests, bug fixes, and a complete set of features to handle most ML models.

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