Captum
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Captum is a model interpretability and understanding library for PyTorch. Captum means comprehension in Latin and contains general purpose implementations of integrated gradients, saliency maps, smoothgrad, vargrad and others for PyTorch models.
Cost / License
- Free
- Open Source
Platforms
- Mac
- Windows
- Linux
- Chrome OS
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Tags
- feature-attribution
- Machine Learning
- feature-visualization
- feature-importance
- interpretable-ml
- interpretability
- interpretable-ai
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Captum information
Developed by
pytorch Licensing
Open Source (BSD-3-Clause) and Free product.Written in
Alternatives
1 alternatives listedSupported Languages
- English
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Post comment/reviewWhat is Captum?
Captum is a model interpretability and understanding library for PyTorch. Captum means comprehension in Latin and contains general purpose implementations of integrated gradients, saliency maps, smoothgrad, vargrad and others for PyTorch models. It has quick integration for models built with domain-specific libraries such as torchvision, torchtext, and others.