---
id: jaechang-hits/SciAgent-Skills/scikit-learn-machine-learning
version: "cd36f1be"
license: NOASSERTION
install: manual
updated: 2026-07-24
---

# Scikit Learn Machine Learning — Scikit-learn provides a unified Python toolkit for traditional machine learning across supervised tasks (classification, regression), unsupervised methods (clustering, dimensionality reduction), and model evaluation workflows. It integrates seamlessly with NumPy and pandas for tabular data, offering linear models, tree ensembles, SVMs, K-Means, PCA, and t-SNE alongside cross-validation and hyperparameter optimization.

Publisher: jaechang-hits · Stars: 284 · Updated: 2026-07-24

Install (manual): `git clone https://github.com/jaechang-hits/SciAgent-Skills`

*Unlicensed repository - metadata only, no file contents reproduced.*

[View on SkillFed](https://skillfed.io/jaechang-hits/SciAgent-Skills/scikit-learn-machine-learning) · [View on GitHub](https://github.com/jaechang-hits/SciAgent-Skills)