Layer-wise Relevance Propagation for Large Language Models and Vision Transformers [ICML 2024]
☆242Jul 11, 2025Updated last year
Alternatives and similar repositories for LRP-eXplains-Transformers
Users that are interested in LRP-eXplains-Transformers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyPI package for DualXDA for efficient data attribution and feature-level explanations of training data influence☆22Mar 6, 2026Updated 4 months ago
- 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
- Mechanistic understanding and validation of large AI models with SemanticLens☆54Dec 4, 2025Updated 7 months ago
- An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization☆144Jan 14, 2026Updated 6 months ago
- Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.☆16Feb 20, 2026Updated 5 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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
- Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.☆20Jan 17, 2024Updated 2 years ago
- Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curv…☆17Aug 7, 2022Updated 3 years ago
- Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Works…☆20May 29, 2024Updated 2 years ago
- [NeurIPS 2025 MechInterp Workshop - Spotlight] Official implementation of the paper "RelP: Faithful and Efficient Circuit Discovery in La…☆29Nov 3, 2025Updated 8 months ago
- Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.☆15Jan 16, 2024Updated 2 years ago
- MetaQuantus is an XAI performance tool to identify reliable evaluation metrics☆44Apr 17, 2024Updated 2 years ago
- Official Code Implementation of the paper : XAI for Transformers: Better Explanations through Conservative Propagation☆67Feb 14, 2022Updated 4 years ago
- An AI agent that collaborates with historians to extract structured datasets from primary sources, adapt to heterogeneous documents, and …☆100Updated 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.
- Explainable AI in Julia.☆118Jul 13, 2026Updated 2 weeks ago
- ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).☆380Jul 23, 2025Updated last year
- Interpretability for sequence generation models 🐛 🔍☆471Apr 25, 2026Updated 3 months ago
- Official PyTorch implementation for Revisiting LRP: Positional Attribution as the Missing Ingredient for Transformer Explainability [Neur…☆17Jul 7, 2025Updated last year
- A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.☆102Nov 2, 2022Updated 3 years ago
- explainable Siamese sentence transformers☆13Mar 26, 2024Updated 2 years ago
- ADAG: Transluce's MLP neuron-level circuit tracing library☆34Apr 10, 2026Updated 3 months ago
- ViRelAy is a visualization tool for the analysis of data as generated by CoRelAy.☆31Apr 30, 2026Updated 2 months ago
- 🔬 Interpretability for Leela Chess Zero networks.☆20Apr 29, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)☆17Apr 8, 2024Updated 2 years ago
- Pruning CNN using CNN with toy example☆23Jun 21, 2021Updated 5 years ago
- 🪄 Interpreto is an interpretability toolbox for LLMs☆193Jul 22, 2026Updated last week
- LENS Project☆52Feb 22, 2024Updated 2 years ago
- Arrakis is a library to conduct, track and visualize mechanistic interpretability experiments.☆31Jul 8, 2026Updated 3 weeks ago
- ☆18Jun 19, 2023Updated 3 years ago
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆20Jan 19, 2025Updated last year
- ☆60Nov 19, 2024Updated last year
- 'Robust Semantic Interpretability: Revisiting Concept Activation Vectors' Official Implementation☆11Jul 15, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆20Apr 26, 2026Updated 3 months ago
- Code for "On Measuring Faithfulness of Natural Language Explanations"☆23Jul 14, 2026Updated 2 weeks ago
- Layer-wise Relevance Propagation (LRP) for LSTMs.☆225Apr 24, 2020Updated 6 years ago
- [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize …☆2,010Jan 24, 2024Updated 2 years ago
- Dataset and code for the CLEVR-XAI dataset.☆34Oct 3, 2023Updated 2 years ago
- Mapping out the "memory" of neural nets with data attribution☆71Updated this week
- A toolbox to iNNvestigate neural networks' predictions!☆1,307Apr 11, 2025Updated last year