Model Explainability

mljar-supervisedPython

An Automated Machine Learning Python package for tabular data with feature engineering, hyperparameter tuning, explanations, and automatic documentation.

Awesome Explainable AIMarkdown

A curated collection of research papers, books, courses, and Python libraries for explainable AI (XAI) and machine learning interpretability.

anchorJupyter Notebook

A model-agnostic method for generating high-precision rule-based explanations for black-box classifier predictions.

pandas_summaryPython

An engine for ML/data tracking, visualization, explainability, drift detection, and dashboards, integrated with Polyaxon.