🤗 Scikit-plots Learn
0.5.dev0+git.20260626.e137512 - June 26, 2026 18:41 UTC

Learn

terminologies

• Terminology
  • Discovery at a Glance
  • Domain 1 — Confusion Matrix & Core Metrics
  • Domain 2 — ROC Curve & AUROC
  • Domain 3 — Averaging Strategies & Multiclass Metrics
  • Domain 4 — Class Imbalance & Sampling Strategies
  • Domain 5 — Statistical Foundations
  • Domain 6 — Fairness & Bias Metrics
  • Domain 7 — Calibration
  • Domain 8 — Signal Processing & Time Series
  • Quick Reference — Metric Selector
  • Sources

data preparation & analysis

• Data Preparation & Analysis
  • Discovery at a Glance
  • Part 1 — Prediction Models & What “Good” Means
  • Part 2 — Classification Evaluation
  • Part 3 — Gains, Lift & Decile Analysis
  • Part 4 — Decision Trees & Diagnostics
  • Map to scikit-plots Examples
  • Sources

bayesian data analysis

• Bayesian Data Analysis
  • Discovery at a Glance
  • Part 1 — The Bayesian Idea
  • Part 2 — Computing Posteriors
  • Part 3 — Hierarchies, Mixtures & Nonparametrics
  • Map to scikit-plots & the Bayesian Stack
  • Sources

time series

• Time Series
  • Discovery at a Glance
  • Part 1 — Time Series Foundations
  • Part 2 — The Classical Model Family
  • Part 3 — Estimate, Select & Forecast
  • Map to the Python Time-Series Stack
  • Sources

deep learning

• Deep Learning
  • Discovery at a Glance
  • Part 1 — From Logistic Regression to a Neuron
  • Part 2 — Neural Networks
  • Part 3 — Improving & Scaling Networks
  • Map to scikit-plots (visualkeras) & Frameworks
  • Sources

resources

• Resources
  • Data Resources
  • Model Examples
    • Catboost Examples
    • XGBoost Examples
    • LightGBM Examples
    • Hugging Face Learn
  • External Resources
    • Books, chapters and articles
    • Videos
    • Tutorials
    • Galleries
  • Youtube
    • Channels
    • Videos

cheatsheets

• Cheatsheet
  • Md Cheatsheet
  • RST Cheatsheet

glossaries

• Glossary
  • https://scikit-learn.org/stable/glossary.html
  • https://ml-cheatsheet.readthedocs.io/en/latest/glossary.html