scikit-learn
https://github.com/scikit-learn/scikit-learn
Python
scikit-learn: machine learning in Python
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- Issues
- Common test are not run for the encoders
- MLflow cannot patched estimator methods decorated with "property", we should decorate them with "available_if" instead
- TST split API checks from other checks
- Alternative solvers for QuantileRegressor
- TST add common tests for linear models for shape consistency of coef
- TST common test for predictions shape consistency with single target
- PCA inconsistency with adding/subtracting mean for transform and inverse_transform when n_components=0
- Parallelization in LocallyLinearEmbedding
- RFC Private attributes copied in `clone`
- BLAS memory allocation error in KMeans & kNN & DBSCAN
- Docs
- Python not yet supported