Scikit-plots Documentation
0.5.dev0+git.20251130.284e07e - November 30, 2025 15:51 UTC

User Guide

Metric Perf

• Metric Performance
  • Decomposition
    • plot pca component variance
    • plot pca 2d projection
  • Estimators
    • Regressor Model
    • Classifier Model
    • Cluster Model
  • Metrics
    • Regression metrics
    • Classification metrics
    • Clustering metrics

Decile-Wise Perf

• Decile-Wise Performance
  • KeyToDataScience
    • kds Plots
  • modelplotpy
    • modelplotpy Plots
    • modelplotpy financial

Data Imputation

• Impute
  • AnnoyKNNImputer
    • TL;DR
    • Overview
    • Motivation
    • Mechanism
    • Notes
    • Comparison

Logging System

• Logging System
  • Configuring the logging system

High-performance Numerical Functions

• nc (NumCpp)

Data Preprocessing

• Preprocessing
  • DummyCodeEncoder
  • GetDummies

SeabornX

• SeabornX

Stats

• Stats
  • Astrostatistics Tools (experimental)
  • Tweedie Distribution (generalized family)
    • Common Applications

Visualkeras

• Visualkeras
  • Visualkeras Visualization
  • Graphical Visualization
  • Layered Visualization
  • Visualization Helper

Array API Dispatching

• Array API support
  • Example usage
  • Support for Array API-compatible inputs
  • Common estimator checks

Under Development

Development

• C-Experimental (experimental)
• C-Externals (experimental)
• Experimental (experimental)
• Externals (experimental)