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Topics: explainability

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3 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)

Topic: explainability

1.EthicalML / awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

machine-learning
mlops
interpretability
explainability
responsible-ai
deep-learning
+13 more

MIT21K total2.6K forks

+695 stars

from 20,368 · score 6.55

2.shap / shap

A game theoretic approach to explain the output of any machine learning model.

interpretability
machine-learning
deep-learning
gradient-boosting
shap
shapley
+1 more

Jupyter Notebook MIT26K total3.8K forks

+576 stars

from 25,266 · score 6.36

3.interpretml / interpret

Fit interpretable models. Explain blackbox machine learning.

machine-learning
interpretability
gradient-boosting
blackbox
scikit-learn
xai
+13 more

C++MIT7K total798 forks

+159 stars

from 6,816 · score 5.08

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