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DataScienceUtils v1.8.0: New ROC and Precision-Recall Curves with Plotly! 🎉

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@idanmoradarthas idanmoradarthas released this 08 Oct 06:23
· 6 commits to master since this release
1.8.0
34490b0
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Learn about vigilant mode.

[1.8.0] - 2024-10-08

Added

  • GitHub Actions: Implemented as the primary CI/CD infrastructure, replacing TravisCI (by @lorepirri).
  • ROC and Precision-Recall Curves: Introduced new functions to generate ROC and Precision-Recall curves with
    threshold annotations using Plotly figures.

Changed

  • Testing Infrastructure: Switched from nose to pytest-mpl for testing plots, ensuring better compatibility
    and features.
  • Codebase, Tests, Readme, and Documentation: Refactored using Claude 3.5 Sonnet to improve readability,
    maintainability, and overall quality.

Fixed

  • Coveralls Integration: Restored Coveralls integration to track code coverage and ensure high-quality code.
  • xai::generate_decision_paths: Deprecated the method and recommended using sklearn.tree.export_text as a more
    suitable alternative.
  • minor changes

Contributors

lorepirri
Assets 4
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