Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: lrp

Repositories

chr5tphr/zennit

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

Language: Python - Size: 2.28 MB - Last synced: 16 days ago - Pushed: about 2 months ago - Stars: 178 - Forks: 32

rachtibat/zennit-crp

An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization

Language: Jupyter Notebook - Size: 17.9 MB - Last synced: 25 days ago - Pushed: about 2 months ago - Stars: 97 - Forks: 11

MehranTaghian/SAC_GCN

Implementation of the soft actor critic algorithm with graph convolution networks

Language: Jupyter Notebook - Size: 1.02 GB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

Julia-XAI/ExplainableAI.jl

Explainable AI in Julia.

Language: Julia - Size: 39.1 MB - Last synced: 25 days ago - Pushed: 3 months ago - Stars: 99 - Forks: 2

rodrigobdz/lrp

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

Language: Python - Size: 87.9 MB - Last synced: 25 days ago - Pushed: almost 2 years ago - Stars: 7 - Forks: 1

stavrostheocharis/easy_explain

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

Language: Python - Size: 49 MB - Last synced: 5 days ago - Pushed: 3 months ago - Stars: 9 - Forks: 1

hans66hsu/nn_interpretability

Pytorch implementation of various neural network interpretability methods

Language: Jupyter Notebook - Size: 30.5 MB - Last synced: 29 days ago - Pushed: about 2 years ago - Stars: 104 - Forks: 19

fhvilshoj/TorchLRP

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

Language: Python - Size: 109 MB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 110 - Forks: 24

jihyeonseong/SAI-board-by-streamlit

Cyber Security AI Dashboard

Language: Jupyter Notebook - Size: 19.5 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 2 - Forks: 1

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

We predict religion from personal names only.

Language: Jupyter Notebook - Size: 311 KB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 6 - Forks: 3

1202kbs/Understanding-NN

Tensorflow tutorial for various Deep Neural Network visualization techniques

Language: Jupyter Notebook - Size: 6.63 MB - Last synced: 3 months ago - Pushed: almost 4 years ago - Stars: 337 - Forks: 91

(Master's Thesis) Alam, Mahbub Ul, From Speech to Image: A Novel Approach to Understand the Hidden Layer Mechanisms of Deep Neural Networks in Automatic Speech Recognition, Masterarbeit, Institut für Maschinelle Sprachverarbeitung, Universität Stuttgart, 2017. (https://www.ims.uni-stuttgart.de/en/research/publications/theses/)

Language: Python - Size: 63.5 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

akarasman/yolo-heatmaps

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

Language: Jupyter Notebook - Size: 3.68 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 35 - Forks: 11

anondo1969/SHAMSUL

SHAMSUL: Systematic Holistic Analysis to investigate Medical Significance Utilizing Local interpretability methods in deep learning for chest radiography pathology prediction

Language: Python - Size: 2.53 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0

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.

Language: Jupyter Notebook - Size: 1.47 GB - Last synced: 3 days ago - Pushed: about 3 years ago - Stars: 6 - Forks: 0

tlabarta/helpfulnessofxai

This repository contains the code to generate the questionnaire that was conducted for the sake of our paper *Geißler et al.: Study on the Helpfulness of Explainable Artificial Intelligence (2022)* as well as the scripts for the analysis of the gathered survey results.

Language: Jupyter Notebook - Size: 249 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

VigneshSrinivasan10/interprettensor

Language: Python - Size: 16.4 MB - Last synced: 10 months ago - Pushed: about 6 years ago - Stars: 99 - Forks: 35

nz0001na/face_social_trait

Code used in paper 'Comprehensive social trait judgments from faces in autism spectrum disorder'

Language: Jupyter Notebook - Size: 7.3 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

kaifishr/PyTorchRelevancePropagation

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

Language: Python - Size: 16.1 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 39 - Forks: 2

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.

Language: Python - Size: 2.84 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 8 - Forks: 0

MichaelMMeskhi/TransferLRP

Transfer Explainability via Layer-Wise Relevance Propagation Demo for AAAI

Language: Python - Size: 497 MB - Last synced: 11 months ago - Pushed: over 4 years ago - Stars: 3 - Forks: 0

anondo1969/lrp-grad_cam-chexpert

Repository for the 'best student paper award' winning paper at the IEEE 35th International Symposium on Computer Based Medical Systems (CBMS 2022), Exploring LRP and Grad-CAM visualization to interpret multi-label-multi-class pathology prediction using chest radiography, Mahbub Ul Alam, Jón Rúnar Baldvinsson and Yuxia Wang. https://doi.org/10.1109/CBMS55023.2022.00052

Language: Python - Size: 904 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

lrp 26 xai 9 explainable-ai 8 pytorch 7 deep-learning 5 computer-vision 3 gradcam 3 interpretability 3 tensorflow 3 neural-network 3 machine-learning 3 python 3 nlp 2 explanations 2 interpretable-deep-learning 2 interpretability-methods 2 explainable-artificial-intelligence 2 xai-library 2 visualization 2 heatmap-visualization 2 chest-x-ray 2 grad-cam 2 lime 2 shap 2 transfer-learning 2 crp 2 attribution 2 feature-attribution 2 activation-maximization 2 interpretable-ai 2 cnn-keras 1 covid-19 1 deconvolution 1 pneumonia-detection 1 resnet-50 1 unet 1 unet-image-segmentation 1 vgg16 1 survey 1 wrapper 1 deep-regression 1 face-feature 1 face-perception 1 explainability 1 quantitative-analysis 1 medical-significance 1 human-annotation 1 clinical-decision-support-system 1 interpretable-ml 1 yolo 1 relevance 1 object-detection 1 heatmap 1 explainable-models 1 explainable-ml 1 explainable-machine-learning 1 explainable-deepneuralnetwork 1 interprettensor 1 system-integration 1 pm 1 oa-platform 1 oa 1 hrm 1 group-finance 1 erp 1 e-commerce 1 crm 1 bi 1 accounting 1 cuda 1 cnn 1 sentiment-classification 1 lstm 1 ai 1 decision-support-system 1 aaai2019 1 transferable-image-forensics 1 transferable-forensic-features 1 median-test 1 lrp-max-response 1 image-forensics 1 forensic-feature-relevance 1 eccv2022 1 color-robust-detectors 1 relevance-propagation 1 real-time 1 interactive 1 social-trait-judgment 1 layerwiserelevancepropogation 1 interpretable 1 sac 1 integrated-gradients 1 guided-backpropagation 1 gradient-visualization 1 deeplift 1 deepdream 1 deconvnet 1 cnn-visualization 1 yolov8 1 occlusion 1