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Topics: interpretable-machine-learning

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

Topic: interpretable-machine-learning

1.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

2.jphall663 / awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

fairness
xai
interpretability
transparency
machine-learning
data-science
+14 more

CC0-1.04.1K total630 forks

+81 stars

from 4,001 · score 4.41

3.dswah / pyGAM

[CONTRIBUTORS WELCOME] Generalized Additive Models in Python

machine-learning
data-science
scientific-computing
python
interpretable-machine-learning
gams
+5 more

Python APACHE-2.01K total298 forks

+30 stars

from 993 · score 3.43

4.ModelOriented / DALEX

moDel Agnostic Language for Exploration and eXplanation

machine-learning
interpretability
data-science
xai
iml
model-visualization
+12 more

Python GPL-3.01.5K total175 forks

+26 stars

from 1,464 · score 3.30

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