scikit-learn
https://github.com/scikit-learn/scikit-learn
Python
scikit-learn: machine learning in Python
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- Issues
- "probabilistic PCA" a misnomer
- [WIP] POC for Factory-style construction of composite estimators
- Support multiple targets in LinearModelCV
- predict_proba() for linear models with log loss can return NaNs with large model coefficients
- Method to add Cost Function in F1 score
- Single linkage option in Agglomerative causes MemoryError for very large numbers
- EHN allow scorers to set addtional parameter of scoring function
- Provide a sentinel to detect unknown label in LabelPropagation
- Allow **fit_params on RFECV
- inconsistent treatment of None and np.NaN in SimpleImputer
- Docs
- Python not yet supported