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The Top 10 Xai Open Source Projects
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jacobgil/pytorch-grad-cam
⭐
8,723
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
interpretml/interpret
⭐
5,885
Fit interpretable models. Explain blackbox machine learning.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
jphall663/awesome-machine-learning-interpretability
⭐
3,241
A curated list of awesome responsible machine learning resources.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
SeldonIO/alibi
⭐
2,257
Algorithms for explaining machine learning models
dependent packages
0
total releases
0
most recent commit
over 2 years ago
oegedijk/explainerdashboard
⭐
2,118
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
Trusted-AI/AIX360
⭐
1,471
Interpretability and explainability of data and machine learning models
dependent packages
0
total releases
0
most recent commit
over 2 years ago
ModelOriented/DALEX
⭐
1,242
moDel Agnostic Language for Exploration and eXplanation
dependent packages
0
total releases
0
most recent commit
over 2 years ago
interpretml/DiCE
⭐
1,227
Generate Diverse Counterfactual Explanations for any machine learning model.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
wangyongjie-ntu/Awesome-explainable-AI
⭐
1,208
A collection of research materials on explainable AI/ML
dependent packages
0
total releases
0
most recent commit
over 2 years ago
EthicalML/xai
⭐
935
XAI - An eXplainability toolbox for machine learning
dependent packages
0
total releases
0
most recent commit
over 4 years ago
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