Movatterモバイル変換

Skip to content

#

lrp

Here are 31 public repositories matching this topic...

Language:All

Filter by language

All31 Jupyter Notebook15 Python13 Cuda1 JavaScript1 Julia1

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

1202kbs /Understanding-NN

Tensorflow tutorial for various Deep Neural Network visualization techniques

tutorial computer-vision tensorflow sensitivity-analysis interpretable-deep-learning lrp deep-taylor-decomposition

UpdatedAug 22, 2020
Jupyter Notebook

chr5tphr /zennit

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

python machine-learning deep-learning attribution pytorch interpretability interpretable-ai interpretable-ml explainable-ai xai lrp explainability feature-attribution

UpdatedJul 19, 2024
Python

fhvilshoj /TorchLRP

A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).

pytorch explanations xai lrp patternnet

UpdatedFeb 19, 2021
Python

rachtibat /zennit-crp

An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization

deep-learning attribution crp explainable-ai lrp interpretable-machine-learning activation-maximization relevance-maximization zennit

UpdatedJun 12, 2024
Jupyter Notebook

hans66hsu /nn_interpretability

Pytorch implementation of various neural network interpretability methods

pytorch deepdream saliency-map occlusion-sensitivity smoothgrad guided-backpropagation interpretable-deep-learning lrp gradient-visualization interpretable gradcam deconvnet cnn-visualization deeplift integrated-gradients activation-maximization interpretability-methods uncertainty-interpretability taylor-decomposition nn-interpretability

UpdatedMar 8, 2022
Jupyter Notebook

Julia-XAI /ExplainableAI.jl

Explainable AI in Julia.

julia interpretability interpretable-ai explainable-ai xai lrp feature-attribution attribution-methods

UpdatedMar 17, 2025
Julia

VigneshSrinivasan10 /interprettensor

wrapper neural-network lrp

UpdatedMar 29, 2018
Python

kaifishr /PyTorchRelevancePropagation

A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.

real-time interactive pytorch lrp relevance-propagation

UpdatedNov 2, 2022
Python

akarasman /yolo-heatmaps

A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).

python computer-vision heatmap yolo object-detection relevance crp explainable-artificial-intelligence explanations explainable-ai explainable-ml xai lrp explainable-deepneuralnetwork explainable-models heatmap-visualization explainable-machine-learning explainable-deep-learning

UpdatedFeb 13, 2024
Jupyter Notebook

faizahkureshi232 /DoctorLRP

Implementation or LRP and Object detection on Brain scans to detect Brain Tumor and Alzhimers

pytorch object-detection vgg16 alzheimers-disease xai lrp gradcam-visualization braintumorclassification layerwiserelevancepropogation

UpdatedJan 9, 2025
Jupyter Notebook

chengy6324 /LSTM_LRP_factor

使用LSTM及股票因子数据预测未来收益，使用LRP(layer-wise relevance propagation)增强网络可解释性

UpdatedSep 24, 2019
Python

rodrigobdz /lrp

Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curve.

pytorch dataloader pf imagenet-dataset xai lrp area-under-curve xai-library ilsvrc2012 qualitative-evaluation pixel-flipping region-perturbation layer-wise-relevance-propagation activation-curve pruning-curve quantitative-evaluation auac au-mse

UpdatedAug 7, 2022
Python

doscsy12 /XAI_sentiment_proj

Using Explainable Artificial Intelligence (XAI) for sentiment analysis (NLP)

nlp machine-learning ai lstm sentiment-classification xai lrp

UpdatedMar 28, 2022
Jupyter Notebook

sutd-visual-computing-group /transferable-forensic-features

[ECCV 2022: Oral] In this work, we discover that color is a crtical transferable forensic feature (T-FF) in universal detectors for detecting CNN-generated images.

pytorch image-forensics lrp median-test eccv2022 forensic-feature-relevance lrp-max-response transferable-forensic-features transferable-image-forensics color-robust-detectors

UpdatedJan 25, 2023
Python

bifold-pathomics /xMIL

xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology

heatmaps digital-pathology pathology medical-image-analysis computational-pathology explainable-ai explainable-ml lrp multiple-instance-learning histopathology explainability xmil

UpdatedMar 3, 2025
Jupyter Notebook

stavrostheocharis /easy_explain

An XAI library that helps to explain AI models in a really quick & easy way

image artificial-intelligence occlusion explainable-artificial-intelligence explainable-ai xai lrp gradcam xai-library yolov8

UpdatedMar 8, 2024
Python

MehranTaghian /SAC_GCN

Explainability of Deep RL algorithms using graph networks and layer-wise relevance propagation.

sac lrp graph-networks soft-actor-critic gnn layerwiserelevancepropogation

UpdatedAug 20, 2024
Jupyter Notebook

jihyeonseong /SAI-board-by-streamlit

Cyber Security AI Dashboard

python security dashboard data-visualization cybersecurity lrp streamlit captum security-dataset streamlit-dashboard

UpdatedMar 24, 2024
Jupyter Notebook

RochanaChaturvedi /it-is-all-in-the-name

We predict religion from personal names only.

nlp neural-network svm character computational-social-science explainable-ai lrp

UpdatedSep 17, 2024
Jupyter Notebook

samsonq /COVID-XAI

Implementation of explainability algorithms (layer-wise relevance propagation, local interpretable model-agnostic explanations, gradient-weighted class activation mapping) on computer vision architectures to identify and explain regions of COVID 19 pneumonia in chest X-ray and CT scans.

computer-vision pytorch vgg16 unet cnn-keras deconvolution lime resnet-50 explainable-ai lrp gradcam unet-image-segmentation pneumonia-detection covid-19

UpdatedMay 31, 2021
Jupyter Notebook

Improve this page

Add a description, image, and links to thelrp topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thelrp topic, visit your repo's landing page and select "manage topics."

[8]ページ先頭

©2009-2025 Movatter.jp