Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curve.
☆17Aug 7, 2022Updated 3 years ago
Alternatives and similar repositories for lrp
Users that are interested in lrp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementing LRP (Layer-wise Relevance Propagation) for a sequence-to-sequence model with GRU layers.☆12Sep 8, 2023Updated 2 years ago
- A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.☆104Nov 2, 2022Updated 3 years ago
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 3 years ago
- ☆34Jan 3, 2023Updated 3 years ago
- Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.☆246May 13, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- LRP for LSTMs, GRUs, and BERT.☆17Jan 16, 2021Updated 5 years ago
- Dataset and code for the CLEVR-XAI dataset.☆34Oct 3, 2023Updated 2 years ago
- On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification☆29Nov 30, 2022Updated 3 years ago
- AQI-prediction using Nested LSTM and wavelet transform (WT) based on Keras.☆12Oct 16, 2021Updated 4 years ago
- Tensorflow 2.1 implementation of LRP for LSTMs☆41Jan 9, 2023Updated 3 years ago
- Pruning By Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers, Paper accepted at eXCV workshop of ECCV 2…☆30Jan 6, 2025Updated last year
- MetaQuantus is an XAI performance tool to identify reliable evaluation metrics☆44Apr 17, 2024Updated 2 years ago
- A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).☆52Feb 13, 2024Updated 2 years ago
- Explainable AI in Julia.☆118Updated this week
- 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.
- Mechanistic understanding and validation of large AI models with SemanticLens☆54Dec 4, 2025Updated 6 months ago
- [NeurIPS 2024] Official implementation of the paper "MambaLRP: Explaining Selective State Space Sequence Models" 🐍☆47Nov 6, 2024Updated last year
- ☆12Jan 10, 2023Updated 3 years ago
- Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.☆15Jan 16, 2024Updated 2 years ago
- DiffUNet☆17Dec 6, 2024Updated last year
- Code repository supporting the paper "Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segment…☆13Apr 29, 2024Updated 2 years ago
- ADAG: Transluce's MLP neuron-level circuit tracing library☆28Apr 10, 2026Updated 2 months ago
- The rev.ng demos☆13Mar 11, 2026Updated 3 months ago
- Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations☆13Mar 19, 2026Updated 2 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Explainability of Deep RL algorithms using graph networks and layer-wise relevance propagation.☆12Aug 20, 2024Updated last year
- Image Search Engine with HuggingFace Sentence Transformer☆12Aug 31, 2023Updated 2 years ago
- Multiform Ensemble Self-Supervised Learning for Few-Shot Remote Sensing Scene Classification☆13Mar 10, 2023Updated 3 years ago
- LRP for LSTM using Korean dataset(NSCM)☆19Dec 19, 2019Updated 6 years ago
- The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Py…☆335Jun 13, 2022Updated 4 years ago
- ☆11Feb 22, 2025Updated last year
- MIViT is accepted by TCSVT☆14Apr 2, 2024Updated 2 years ago
- A tool for model sparse based on torch.fx☆13Jun 3, 2024Updated 2 years ago
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆14Mar 11, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆11Aug 15, 2021Updated 4 years ago
- Tutorials about Layer-wise Relevance Propagation (LRP) and SHapley Additive exPlanations (SHAP)☆68Sep 13, 2022Updated 3 years ago
- ☆13May 9, 2022Updated 4 years ago
- Results of my master thesis. Conditional invertible neural networks in the freia framework were used to dertermine the CO2 concentration …☆10Jan 12, 2020Updated 6 years ago
- ☆11Jul 25, 2023Updated 2 years ago
- 恋爱指南☆17Aug 3, 2022Updated 3 years ago
- [ICML 2026] PluRel: Synthetic Data unlocks Scaling Laws for Relational Foundation Models☆58Updated this week