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frgfm avatar

frgfm/torch-cam

0
View on GitHub↗
2,301 stars·225 forks·Python·Apache-2.0·6 viewsfrgfm.github.io/torch-cam↗

Torch Cam

TorchCAM: class activation explorer

Features

  • Explainable AI Libraries - Class activation mapping library for PyTorch models.

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Open-source alternatives to Torch Cam

Similar open-source projects, ranked by how many features they share with Torch Cam.
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    A toolbox to iNNvestigate neural networks' predictions!

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  • algofairness/blackboxauditingalgofairness avatar

    algofairness/BlackBoxAuditing

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    This repository contains a sample implementation of Gradient Feature Auditing (GFA) meant to be generalizable to most datasets. For more information on the repair process, see our paper on Certifying and Removing Disparate Impact. For information on the full auditing process, see our paper on…

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  • alvinwan/neural-backed-decision-treesalvinwan avatar

    alvinwan/neural-backed-decision-trees

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    Project Page // Paper // No-code Web Demo // Colab Notebook

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  • aerdem4/lofo-importanceaerdem4 avatar

    aerdem4/lofo-importance

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    Leave One Feature Out Importance

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See all 30 alternatives to Torch Cam→

Frequently asked questions

What does frgfm/torch-cam do?

TorchCAM: class activation explorer

What are the main features of frgfm/torch-cam?

The main features of frgfm/torch-cam are: Explainable AI Libraries.

What are some open-source alternatives to frgfm/torch-cam?

Open-source alternatives to frgfm/torch-cam include: albermax/innvestigate — A toolbox to iNNvestigate neural networks' predictions! algofairness/blackboxauditing — This repository contains a sample implementation of Gradient Feature Auditing (GFA) meant to be generalizable to most… alvinwan/neural-backed-decision-trees — Project Page  //  Paper  //  No-code Web Demo  //  Colab Notebook. andosa/treeinterpreter — TreeInterpreter. ankurtaly/integrated-gradients — (a.k.a. Path-Integrated Gradients, a.k.a. Axiomatic Attribution for Deep Networks). aerdem4/lofo-importance — Leave One Feature Out Importance.