8 results found Sort:

chr5tphr
zennit chr5tphr
32
205
other
15
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.
lrp xai python pytorch attribution deep-learning explainability explainable-ai interpretability interpretable-ai interpretable-ml machine-learning feature-attribution
Created 2020-11-10
232 commits to master branch, last one 8 months ago
fhvilshoj
TorchLRP fhvilshoj
26
128
mit
5
A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).
lrp xai pytorch patternnet explanations
Created 2020-09-02
48 commits to master branch, last one 3 years ago
rachtibat
zennit-crp rachtibat
17
120
other
7
An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization
crp lrp zennit attribution deep-learning explainable-ai relevance-maximization activation-maximization interpretable-machine-learning
Created 2022-06-07
124 commits to master branch, last one 6 months ago
hans66hsu
nn_interpretability hans66hsu
19
112
mit
3
Pytorch implementation of various neural network interpretability methods
lrp gradcam pytorch deeplift deconvnet deepdream smoothgrad saliency-map interpretable cnn-visualization nn-interpretability integrated-gradients taylor-decomposition occlusion-sensitivity gradient-visualization guided-backpropagation activation-maximization interpretability-methods interpretable-deep-learning uncertainty-interpretability
Created 2020-10-12
17 commits to main branch, last one 2 years ago
Julia-XAI
ExplainableAI.jl Julia-XAI
2
108
mit
4
Explainable AI in Julia.
lrp xai julia explainable-ai interpretability interpretable-ai attribution-methods feature-attribution
Created 2021-02-09
234 commits to master branch, last one 18 days ago
kaifishr
PyTorchRelevancePropagation kaifishr
4
81
unknown
2
A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.
lrp pytorch real-time interactive relevance-propagation
Created 2021-12-15
12 commits to master branch, last one 2 years ago
akarasman
yolo-heatmaps akarasman
13
48
unknown
1
A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).
crp lrp xai yolo python heatmap relevance explanations explainable-ai explainable-ml computer-vision object-detection explainable-models heatmap-visualization explainable-deep-learning explainable-machine-learning explainable-deepneuralnetwork explainable-artificial-intelligence
Created 2022-04-06
14 commits to master branch, last one 10 months ago
faizahkureshi232
DoctorLRP faizahkureshi232
0
36
unknown
1
Implementation or LRP and Object detection on Brain scans to detect Brain Tumor and Alzhimers
lrp xai vgg16 pytorch object-detection alzheimers-disease gradcam-visualization braintumorclassification layerwiserelevancepropogation
Created 2024-07-26
2 commits to main branch, last one 19 days ago