scikit-learn
https://github.com/scikit-learn/scikit-learn
Python
scikit-learn: machine learning in Python
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- Issues
- Investigate and document pitfalls with permutation importance on imbalanced classification problems with non-independent features
- SVC's predict_proba(...) predicts the exact same probability for wildly different inputs
- KBinsDiscretizer produces wrong bins with repeated small values
- KBinsDiscretizer creates wrong bins
- Fixed bug handling multi-class classification
- Improvement of PDP and ICE plotting
- [MRG] Improved parallel execution of plot_partial_dependence / partial_dependence
- Official citation authors not as up to date as on Arxiv
- Add option to inspection.permutation_importance to only compute importance for a subset of features
- post pruning tree
- Docs
- Python not yet supported