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jacobgil
grad-cam

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

80K 13K 2K
frgfm
torchcam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

15K 2K 224
kundajelab
deeplift

Public facing deeplift repo

1K 872 169
pietrobarbiero
torch-explain

PyTorch Explain: Interpretable Deep Learning in Python.

1K 171 17
suinleelab
path-explain

A package for explaining attributions and interactions in deep neural networks

307 192 29
scottgigante
m-phate

Multislice PHATE for tensor embeddings

278 61 8
GeorgakilasLab
cnnamon

CNNAMON: a convolutiIonal neural network interpretability framework for deciphering regulatory motif insights

241 0 0
suinleelab
attributionpriors

Tools for training explainable models using attribution priors.

241 127 8
chunribu
miidl

A Python package for biomarkers identification powered by interpretable deep learning

228 0 0
williamcaicedo
iseeu

ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU

76 28 7
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