Scikit-learn Overview This skill provides comprehensive guidance for machine learning tasks using scikit-learn, the industry-standard Python library for classical machine learning. Use this skill for classification, regression, clustering, dimensionality reduction, preprocessing, model evaluation, and building production-ready ML pipelines. Installation Tested against scikit-learn 1.8.0 (stable; December 2025). Requires Python 3.11–3.14 (free-threaded CPython 3.14 wheels available in 1.8+). Install the PyPI package scikit-learn (not the deprecated sklearn package on PyPI). Import in code as sklearn .

Install scikit-learn using uv

uv pip install "scikit-learn>=1.7"

Optional: plotting utilities and bundled script dependencies

uv pip install "scikit-learn[plots]" matplotlib seaborn Show more Installs 733 Repository k-dense-ai/scie…t-skills GitHub Stars 28.8K First Seen Apr 9, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass