Seaborn-style model plots#
scikitplot.seaborn provides a small seaborn-like high-level plotting API for model evaluation and decile analysis. It is a Scikit-Plots wrapper layer, not a replacement for upstream seaborn.
Important
The repository maintenance snapshot currently marks this submodule as not release-ready. Treat these plotting wrappers as experimental and pin/test the exact dependency versions used by your application.
Choose the high-level plotting wrapper that matches the evaluation question.
Use aucplot/evalplot with explicit data, x/y/hue, and classification semantics.
Use decileplot/modelplot and interpret lift/gain-style outputs.
Long-form data, hue/grouping, kind selection, Axes return values, and plotting side effects.
aucplot, evalplot, decileplot, modelplot, and print_labels.
Experimental status, upstream-private compatibility, and current open maintenance findings.
Which page should I use?#
Start with Getting started. Then choose the page that owns the decision you are making: architecture and lifecycle, configuration, persistence, performance, public API, or limits. The guide intentionally separates those concerns so examples do not accidentally become policy.
Examples#
See Seaborn for executable examples that accompany this guide.