Mechanistic understanding and validation of large AI models with SemanticLens
☆54Aug 23, 2026Updated 2 weeks ago
Alternatives and similar repositories for semanticlens
Users that are interested in semanticlens 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 6 months ago
- ☆18Jun 3, 2026Updated 3 months ago
- MetaQuantus is an XAI performance tool to identify reliable evaluation metrics☆44Apr 17, 2024Updated 2 years ago
- An AI agent that collaborates with historians to extract structured datasets from primary sources, adapt to heterogeneous documents, and …☆102Jul 29, 2026Updated last month
- [NeurIPS 2025 MechInterp Workshop - Spotlight] Official implementation of the paper "RelP: Faithful and Efficient Circuit Discovery in La…☆29Nov 3, 2025Updated 10 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.
- 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
- Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.☆16Aug 30, 2026Updated last week
- Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.☆248May 13, 2026Updated 3 months ago
- [NeurIPS 2024] CoSy is an automatic evaluation framework for textual explanations of neurons.☆21Jan 28, 2026Updated 7 months ago
- [JMLR 2023] Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations☆674Updated this week
- [NeurIPS 2024] Official implementation of the paper "MambaLRP: Explaining Selective State Space Sequence Models" 🐍☆47Nov 6, 2024Updated last year
- ☆14Jun 12, 2023Updated 3 years ago
- FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)☆17Apr 8, 2024Updated 2 years ago
- Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.☆16Jan 16, 2024Updated 2 years 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.
- ☆18Sep 19, 2024Updated last year
- xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology☆38Aug 25, 2026Updated 2 weeks ago
- Explaining the unique nature of individual gait patterns with deep learning☆28Jan 18, 2021Updated 5 years ago
- Official implementation of CytoSAE: Interpretable Cell Embeddings for Hematology☆27Jul 17, 2025Updated last year
- Code for the paper: Studying How to Efficiently and Effectively Guide Models with Explanations. ICCV 2023.☆19Nov 1, 2023Updated 2 years ago
- [ICLR 23 spotlight] An automatic and efficient tool to describe functionalities of individual neurons in DNNs☆62Nov 6, 2023Updated 2 years ago
- Mapping out the "memory" of neural nets with data attribution☆85Updated this week
- [ICML 24] A novel automated neuron explanation framework that can accurately describe poly-semantic concepts in deep neural networks☆14May 2, 2025Updated last year
- Dataset and code for the CLEVR-XAI dataset.☆34Oct 3, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Implementation of PatchSAE as presented in "Sparse autoencoders reveal selective remapping of visual concepts during adaptation"☆33Apr 22, 2026Updated 4 months ago
- Official code for Generative Fractional Diffusion Models☆18Jan 16, 2025Updated last year
- [ECCV24] Layer-Wise Relevance Propagation with Conservation Property for ResNet☆15Sep 20, 2024Updated last year
- ☆14Jul 5, 2023Updated 3 years ago
- Official PyTorch implementation of improved B-cos models☆61Dec 25, 2025Updated 8 months ago
- PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.☆15Mar 14, 2021Updated 5 years ago
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆14Jan 26, 2025Updated last year
- Official Implementation of "CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning" on MIC…☆18Feb 12, 2025Updated last year
- Official repository for "A Dual-Stream Neural Network Explains the Functional Segregation of Dorsal and Ventral Visual Pathways in Human …☆28Feb 6, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 2023Updated 3 years ago
- Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet☆32Aug 22, 2023Updated 3 years ago
- Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/☆25Mar 10, 2025Updated last year
- This repository contains the code used for the experiments in the paper "Language Models use Lookbacks to Track Beliefs".☆17Mar 14, 2026Updated 5 months ago
- Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)☆11Oct 25, 2021Updated 4 years ago
- Official implementation of "Meta-Entity Driven Triplet Mining for Aligning Medical Vision-Language Models"☆15Mar 27, 2026Updated 5 months ago
- ☆18May 14, 2026Updated 3 months ago