scikit-learn
https://github.com/scikit-learn/scikit-learn
Python
scikit-learn: machine learning in Python
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- Issues
- Cannot transform unknown length data/chunked data with a Pipeline (no ChunkedTransformer/ChunkedEstimator/ChunkedClassifier)
- Promote SKLEARN_SEED for consideration in __init__.py itself
- Average path length in iForest is inaccurate for small sizes
- Silhouette score is not defined when the estimator return only 1 cluster
- RFC Sample weight invariance properties
- Generate the pairs of most confused classes in multiclass classification
- CCA sets condition in pinv2 to match with scipy < 1.3
- NMF with some topics/meta-features held constant
- Gaussian Mixture - Implementing weighted sample
- Inconsistency between partial_dependence and plot_partial_dependence
- Docs
- Python not yet supported