dtreeviz and treeple

About dtreeviz

parrt/dtreeviz

A python library for decision tree visualization and model interpretation.

Supports scikit-learn, XGBoost, LightGBM, Spark MLlib, and TensorFlow Decision Forests through a unified adaptor interface, enabling consistent visualization APIs across frameworks. Generates SVG/PNG visualizations showing tree structure, individual prediction paths with feature contributions, leaf distributions, and decision boundaries for both classification and regression. Also provides feature space exploration tools like decision boundary visualization and hyperparameter animation for model interpretation.

About treeple

neurodata/treeple

Scikit-learn compatible decision trees beyond those offered in scikit-learn