Yellowbrick

Yellowbrick is a Python library that extends the scikit-learn API with a suite of visual analysis and diagnostic tools for machine learning. It allows users to visualize model performance, feature relationships, and evaluate model selection processes directly within their existing scikit-learn workflows. The library is currently at version 1.5 and historically has had a release cadence of several major updates per year, though the latest release (v1.5) is from August 2022.