scikit-learn
https://github.com/scikit-learn/scikit-learn
Python
scikit-learn: machine learning in Python
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- Issues
- [WIP] Change default convergence params for classes using liblinear (LinearSVM and LogisticRegression)
- Add an easy way to run pytest -Werror::DeprecationWarning -Werror::FutureWarning
- Add MultipleImputation
- need "multilabel_only" tag.
- correlation feature selection?
- Unintuitive results in make_regression
- Add example of creating a static transformer for transfer learning using joblib or onnx deserialisation
- Nearest neighbors with trees perf decreased by debugging stats
- IterativeImputer shouldn't just use l2 loss by default
- `pairwise_distances` produces wrong output for asymmetric similarity measures
- Docs
- Python not yet supported