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An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with lrp
A curated list of projects in awesome lists tagged with lrp .
https://github.com/1202kbs/Understanding-NN
Tensorflow tutorial for various Deep Neural Network visualization techniques
computer-vision deep-taylor-decomposition interpretable-deep-learning lrp sensitivity-analysis tensorflow tutorial
Last synced: 12 Nov 2024
https://github.com/chr5tphr/zennit
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.
attribution deep-learning explainability explainable-ai feature-attribution interpretability interpretable-ai interpretable-ml lrp machine-learning python pytorch xai
Last synced: 30 Oct 2024
https://github.com/julia-xai/explainableai.jl
Explainable AI in Julia.
attribution-methods explainable-ai feature-attribution interpretability interpretable-ai julia lrp xai
Last synced: 30 Dec 2024
https://github.com/rodrigobdz/lrp
Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curve.
activation-curve area-under-curve au-mse auac dataloader ilsvrc2012 imagenet-dataset layer-wise-relevance-propagation lrp pf pixel-flipping pruning-curve pytorch qualitative-evaluation quantitative-evaluation region-perturbation xai xai-library
Last synced: 04 Dec 2024
https://github.com/stavrostheocharis/easy_explain
A library that helps to explain AI models in a really quick & easy way
artificial-intelligence explainable-ai explainable-artificial-intelligence gradcam image lrp occlusion xai xai-library yolov8
Last synced: 06 Dec 2024
https://github.com/sandy1990418/explainableai
Briefly introduce methods of explainable ai in LLM
attention-activation explainable-ai gradient llm lrp one-pixel-attack
Last synced: 19 Dec 2024
