scikit-learn
https://github.com/scikit-learn/scikit-learn
Python
scikit-learn: machine learning in Python
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- Issues
- Avoid calculating feature importance for multiple times in SelectFromModel
- Do we want to keep the Passive Agressive estimators?
- Transform target when using SelectFromModel
- Parameter searches: folds used in evaluate_candidates aren't consistent across calls
- [WIP] Refactoring logic for chosing eigen solver in spectral clustering (#14713)
- [Feature suggestion] Extend VarianceThreshold with additional dispersion metrics
- Support feature importance in HistGradientBoostingClassifier/Regressor
- Notes on warmstarting GridSearchCV and SuccessiveHalving
- A common private module for differentiable loss functions used as objective functions in estimators
- [MRG] ENH Adds warning with pandas category does not match lexicon ordering
- Docs
- Python not yet supported