Scikit-learn

Scikit-learn is the standard machine learning library for Python. It provides a consistent API for classification, regression, clustering, dimensionality reduction, model selection, and preprocessing. Models are trained with .fit(), used to predict with .predict(), and evaluated with a suite of metrics. Scikit-learn also provides tools for pipelines, cross-validation, and hyperparameter tuning.