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Model Explainability

3 projects

Showing 3 of 3 projects

mljar-supervised
mljar-supervisedPython

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

#fairness-ml#ensemble-learning#random-forest
Stars3.3k
Forks432
Last commit1 month ago
Awesome Explainable AI
Awesome Explainable AIMarkdown

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

#machine-learning-interpretability#survey-papers#xai
Stars1.6k
Forks221
Last commit1 month ago
anchor
anchorJupyter Notebook

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

#python-library#text-classification#xai
Stars813
Forks112
Last commit3 years ago
Community-curated · Updated weekly · 100% open source

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