A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).
☆139Feb 19, 2021Updated 5 years ago
Alternatives and similar repositories for TorchLRP
Users that are interested in TorchLRP are comparing it to the libraries listed below
Sorting:
- Basic LRP implementation in PyTorch☆174Jul 25, 2024Updated last year
- Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.☆241Jan 30, 2026Updated last month
- The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Py…☆335Jun 13, 2022Updated 3 years ago
- ☆34Jan 3, 2023Updated 3 years ago
- 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☆31Sep 24, 2019Updated 6 years ago
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 3 years ago
- Implementing LRP (Layer-wise Relevance Propagation) for a sequence-to-sequence model with GRU layers.☆12Sep 8, 2023Updated 2 years ago
- Pytorch implementation of various neural network interpretability methods☆119Mar 8, 2022Updated 3 years ago
- A toolbox to iNNvestigate neural networks' predictions!☆1,307Apr 11, 2025Updated 10 months ago
- Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curv…☆16Aug 7, 2022Updated 3 years ago
- This repository contains codes to explain One-Dimensional Convolutional Neural Networks (1D-CNN) using Layer-wise Relevance Propagation.☆13Aug 24, 2021Updated 4 years ago
- Tensorflow 2.1 implementation of LRP for LSTMs☆40Jan 9, 2023Updated 3 years ago
- The code snippets for the SW chapter of the "Interpretable AI" book.☆19Apr 10, 2019Updated 6 years ago
- implements some LRP rules to get explanations for Resnets and Densenet-121, including batchnorm-Conv canonization and tensorbiased layers…☆26Mar 7, 2024Updated last year
- Layer-wise Relevance Propagation for Large Language Models and Vision Transformers [ICML 2024]☆222Jul 11, 2025Updated 7 months ago
- Papers and code of Explainable AI esp. w.r.t. Image classificiation☆227Jun 28, 2022Updated 3 years ago
- B-LRP is the repository for the paper How Much Can I Trust You? — Quantifying Uncertainties in Explaining Neural Networks☆18Jun 22, 2022Updated 3 years ago
- A Python library for pruning and visualizing Keras Neural Networks' structure and weights☆10Dec 24, 2019Updated 6 years ago
- ☆28Dec 29, 2023Updated 2 years ago
- ☆11Mar 2, 2024Updated 2 years ago
- Explainability of Deep RL algorithms using graph networks and layer-wise relevance propagation.☆11Aug 20, 2024Updated last year
- Water color classification and optimization based on hyper/multispectral reflectances.☆10Jan 6, 2022Updated 4 years ago
- A PyTorch implementation of SimSiam based on CVPR 2021 paper "Exploring Simple Siamese Representation Learning"☆12Mar 23, 2021Updated 4 years ago
- Automate hyper-parameters tuning for NNs (learning rate, number of dense layers and nodes and activation function)☆14Aug 9, 2020Updated 5 years ago
- Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations☆12Dec 10, 2024Updated last year
- A XAI Framework to provide Contrastive Whole-output Explanation for Image Classification.☆10Jul 28, 2023Updated 2 years ago
- ☆13Sep 9, 2022Updated 3 years ago
- ☆18Oct 6, 2024Updated last year
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆12Apr 2, 2023Updated 2 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Jul 10, 2022Updated 3 years ago
- ☆14Dec 4, 2023Updated 2 years ago
- Download wildfires data from NOAA satellites☆14Updated this week
- Supporting code for Davenport and Diffenbaugh 2021☆14Sep 23, 2022Updated 3 years ago
- Official code for the CVPR 2024 Paper "Can Biases in ImageNet Models Explain Generalization?".☆13Jun 24, 2024Updated last year
- Dataset and code for the CLEVR-XAI dataset.☆33Oct 3, 2023Updated 2 years ago
- Implementation of the paper "Shapley Explanation Networks"☆88Jan 16, 2021Updated 5 years ago
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆84Dec 8, 2022Updated 3 years ago
- Triton Server Component for lightning.ai☆14Feb 15, 2023Updated 3 years ago
- Feature Structure Distillation with Centered Kernel Alignment in BERT Transferring official code☆11Jul 17, 2023Updated 2 years ago