implements some LRP rules to get explanations for Resnets and Densenet-121, including batchnorm-Conv canonization and tensorbiased layers coming up when canonizing densenets. uses custom backward. should work a GPU.
☆27Mar 7, 2024Updated 2 years ago
Alternatives and similar repositories for LRP_Pytorch_Resnets_Densenet
Users that are interested in LRP_Pytorch_Resnets_Densenet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pruning CNN using CNN with toy example☆23Jun 21, 2021Updated 5 years ago
- ☆17Aug 30, 2023Updated 2 years ago
- [NeurIPS XAIA & Springer] Code and notebooks to paper "A Fresh Look at Sanity Checks for Saliency Maps"☆25Jul 12, 2024Updated 2 years ago
- [NeurIPS 2024] CoSy is an automatic evaluation framework for textual explanations of neurons.☆20Jan 28, 2026Updated 5 months ago
- PyPI package for DualXDA for efficient data attribution and feature-level explanations of training data influence☆22Mar 6, 2026Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.☆247May 13, 2026Updated 2 months ago
- Basic LRP implementation in PyTorch☆175Jul 25, 2024Updated 2 years ago
- Integrated Grad-CAM (submitted to ICASSP2021 conference)☆19Feb 8, 2021Updated 5 years ago
- [ti]ny [li]ttle machine learning [tool]box - Machine learning, anomaly detection, one-class classification, and structured output predict…☆42Dec 2, 2018Updated 7 years ago
- ☆12Jul 21, 2024Updated 2 years ago
- Heatmap-based Out-of-Distribution Detection (WACV 2023)☆13Mar 27, 2024Updated 2 years ago
- ☆34Jan 3, 2023Updated 3 years ago
- notebook repository☆13Jan 17, 2022Updated 4 years ago
- The endoscopycorruptions Python package provides utilities to simulate common image corruptions that might occur during endoscopic proced…☆13Oct 14, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code for "Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP"☆13Aug 17, 2023Updated 2 years ago
- ☆15Jun 18, 2023Updated 3 years ago
- Explaining the unique nature of individual gait patterns with deep learning☆28Jan 18, 2021Updated 5 years ago
- [XAI4CV CVPR 2023] Towards Evaluating Explanations of Vision Transformers for Medical Imaging☆10Dec 1, 2023Updated 2 years ago
- A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).☆139Feb 19, 2021Updated 5 years ago
- Tutorial repository for the official MOTOR release☆16Feb 22, 2025Updated last year
- Interpretable Explanations of Black Boxes by Meaningful Perturbation Pytorch☆12Aug 30, 2024Updated last year
- Variational Recurrent Auto Encoder☆15Jul 10, 2016Updated 10 years ago
- Python code covering some of the algorithms underlying the following fundamental topics in bioinformatics: assembling genomes, comparing …☆14Jun 2, 2014Updated 12 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 🔩 It would be really good if we are to predict the chances of defect occurring in steel so that necessary precautions could be taken dur…☆12Jun 14, 2023Updated 3 years ago
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆15Sep 12, 2024Updated last year
- Automatic DX7 programmer☆14Jul 4, 2016Updated 10 years ago
- Amyloid imaging to prevent Alzheimer's Disease☆15Jul 8, 2026Updated 2 weeks ago
- Official repository of the paper "Explainable Deep Learning Methods in Medical Image Classification: A Survey", ACM Computing Surveys (CS…☆11Jan 9, 2024Updated 2 years ago
- 10 Degree of Freedom Inertial Measurement System☆11Sep 20, 2017Updated 8 years ago
- Teaching material for the course Fundamentals of Computer Graphics, 1st semester 2018, Sapienza University of Rome☆11Jun 23, 2019Updated 7 years ago
- Diffusion Net TensorFlow implementation☆10Nov 10, 2017Updated 8 years ago
- ☆13Jun 25, 2016Updated 10 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- In this repository, I aim at providing theoretical and practical notes for fully understanding Yolo models. Then, I show how to label a d…☆11Aug 22, 2022Updated 3 years ago
- My Machine Learning practical sessions done at the INSA of Rouen & the University of Rouen in 2013 and 2014.☆10Apr 25, 2015Updated 11 years ago
- Lightweight framework for neuroimaging-clinical data organization/processing☆52Updated this week
- Official code of the CVPR 2022 paper "Proto2Proto: Can you recognize the car, the way I do?"☆20May 2, 2022Updated 4 years ago
- This repository contains the implementation of my M.Sc. work "Partial Correspondence of 3D Shapes using Properties of the Nearest-Neighbo…☆10May 30, 2019Updated 7 years ago
- ☆11May 27, 2026Updated last month
- Percentile computation for pytorch☆21Mar 30, 2020Updated 6 years ago