Scikit-plots Documentation
0.4.0.post11+git.20260412.64b40d9 - April 12, 2026 09:07 UTC

User Guide

nearest neighbor

• ANNoy
  • Vector Similarity Search
    • Vector similarity search
    • Vector database vs “vector index library”
    • Pros and cons of vector search
    • 5 practical tips
    • Open source options
    • How to choose (simple rules)
  • Index Inheritance
    • Index + mixins
    • Mixins only (independence + MRO scan)
    • Notes and Limitations
  • ANNoy Cython
  • Public Python API
  • Workflow
  • Quick start
  • Notes
  • High-level wrapper: Index
  • Mixins used by the high-level wrapper
  • Further reading
  • References

metric perf

• Metric Performance
  • Decomposition
    • Principal Component Analysis (PCA)
  • Estimators
    • Regressor Model
    • Classifier Model
    • Cluster Model
  • Metrics
    • Regression metrics
    • Classification metrics
    • Clustering metrics

corpus generation

• Corpus
  • Quick start

cython realtime pkg/mod generation

• Cython
  • Cython templates
    • basic_cython
    • basic_python
    • complex_cython
    • complex_python
    • devel_cython
    • devel_numcpp_cpp_api_cython
    • devel_numcpp_cpp_api_python
    • devel_numpy_c_api_cython
    • devel_numpy_c_api_python
    • devel_python
    • easy_cython
    • easy_python
    • hard_cython
    • hard_python
    • medium_cython
    • medium_python
    • mixed
    • module_cython
    • module_python

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
  • Configuring the logging system

memory mapping

• MemMap
  • Conceptual overview
  • What this module is
  • What this module is NOT
  • Typical use cases
  • Design principles
  • Basic example
  • Relationship to other APIs
  • Platform notes
  • Notes for developers

mlflow workflow automation

• MLflow

high-performance numerical functions

• Nc

data preprocessing

• Preprocessing
  • DummyCodeEncoder
  • GetDummies

random generator

• Random

seaborn

• Seaborn
  • 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)