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TreeOrdination v1.1.0
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@jrudar jrudar released this 14 May 09:09
· 64 commits to main since this release
treeordination-v.1.1.0
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What's Changed

  • Minor pyproject.toml fixes by @peterk87 in #3
  • Removed DEICODE dependency (cannot be used to transform new data)
  • Removed pandas dependency - Not Used
  • Improved readability and modularity of code
  • Moved some functionality into other modules (included transformers, classes which calculate importance scores)
  • Bug fixes
  • Using alibi for feature importance
  • Per-class and per-sample feature importance scores can now be plotted
  • scikit-learn preprocessing steps can now be used to transform data through the 'transformer' parameter
  • Added workflows (testing for Python 3.8 - 3.11), notebooks (for usage examples)
  • Using pyproject.toml for install
  • Updated project README to reflect new documentation
  • Added CONTRIBUTION and API documentation
  • Using imbalanced-learn for more flexible resampling through the 'resampler' parameter
  • Added functionality to explore feature importance
  • Fixed coding style using 'black'
  • Bumped version to 1.1.0
  • PyPI Release

New Contributors

Contributors

peterk87
Assets 2
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