explainable-ml topic

List explainable-ml repositories

pytorch-grad-cam

9.6k
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1.5k
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Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

DIG

1.8k
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275
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A library for graph deep learning research

AIX360

1.5k
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307
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Interpretability and explainability of data and machine learning models

DiCE

1.3k
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181
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Generate Diverse Counterfactual Explanations for any machine learning model.

xai

1.1k
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160
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XAI - An eXplainability toolbox for machine learning

mli-resources

479
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132
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H2O.ai Machine Learning Interpretability Resources

explainx

394
Stars
54
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Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms...

xplique

588
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49
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👋 Xplique is a Neural Networks Explainability Toolbox