Scikit-plots Documentation
0.4.0.post9+git.20260106.726934a - January 06, 2026 16:48 UTC

User Guide

Nearest Neighbor

• ANNoy
  • Exports
    • Index Architecture
  • Workflow
  • Quick start
  • Notes
  • High-level wrapper: Index
  • Mixins used by the high-level wrapper
  • Further reading
  • References

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
  • ANNImputer
    • 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

• Seaborn eXtended
• AUC Plot (experimental)
• Eval Plot (experimental)
• Decile Plot (experimental)

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

Brand Logo

• Logo API
  • Quickstart
  • Variants
  • Themes & Monochrome
  • Decorative Dots
  • Presets
  • Wordmark
  • Saving Behavior
  • Command Line
  • Developing & Testing Logos

Under Development

Development

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