scikit-learn 1.4.1.post1

A set of python modules for machine learning and data mining

Stars: 57945, Watchers: 57945, Forks: 24967, Open Issues: 2191

The scikit-learn/scikit-learn repo was created 13 years ago and the last code push was 8 minutes ago.
The project is extremely popular with a mindblowing 57945 github stars!

How to Install scikit-learn

You can install scikit-learn using pip

pip install scikit-learn

or add it to a project with poetry

poetry add scikit-learn

Package Details

Author

License

new BSD

Homepage

https://scikit-learn.org

PyPi:

https://pypi.org/project/scikit-learn/

Documentation:

https://scikit-learn.org/stable/documentation.html

GitHub Repo:

https://github.com/scikit-learn/scikit-learn

Classifiers

• Scientific/Engineering
• Software Development

Related Packages

Errors

A list of common scikit-learn errors.

Code Examples

Here are some scikit-learn code examples and snippets.

GitHub Issues

The scikit-learn package has 2191 open issues on GitHub

• MNT Add validation for parameter alphas in LassoCV
• BUG Fixes division by zero in PCA get_precision
• DOC Adjust class style to match previous style
• Add Lasso regularization to PoissonRegressor
• MAINT Plug PairwiseDistancesArgKmin as a back-end
• MAINT Adjust tests for numpydoc 1.2
• ENH Support 2d y_score with 2 classes in top_k_accuracy_score w/ labels
• ENH Improve error message for top_k_accuracy_score
• BUG? LinearSVC with hinge loss and L2 penalty, solver='liblinear' seems to get stuck compared to other solvers
• [MRG] Update gridsearch example for multimetric scoring.
• #22229
• ENH Replaced RandomState-specific calls to equivalent calls that match signature with Generator calls
• [MRG] Adding variable force_alpha to classes in naive_bayes.py
• ENH Optimise decomposition.FastICA.fit memory footprint and runtime
• DOC Ensures that sklearn.datasets._base.load_breast_cancer passes numpydoc validation

See more issues on GitHub