scikit-learn
https://github.com/scikit-learn/scikit-learn
Python
scikit-learn: machine learning in Python
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- Issues
- [WIP] Allow TruncatedSVD using randomized to automatically reset k < n_features.
- MNT Deprecates _estimator_type and replaces by a estimator tag
- [WIP] ENH create callable class to get adequate scorer for a problem
- DOC Pilot of annotating parameters with category
- TruncatedSVD option to reduce k instead of raising "n_components must be < n_features;"
- Gaussian Process Regressor Kernel Default inaccurate
- Feature selector instances are too heavy-weight
- SubsampledNeighborsTransformer: Subsampled nearest neighbors for faster and more space efficient estimators that accept precomputed distance matrices
- Add silhouette width using generalized mean
- Wrong equation for standard error of the mean
- Docs
- Python not yet supported