scikit-learn

SKILL.md

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

# Install scikit-learn using uv
uv pip install scikit-learn

# Optional: Install visualization dependencies
uv pip install matplotlib seaborn

# Commonly used with
uv pip install pandas numpy