👋 Overcomplete is a Vision-based SAE Toolbox
☆153Dec 4, 2025Updated 10 months ago
Alternatives and similar repositories for overcomplete
Users that are interested in overcomplete are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)☆76Jul 20, 2023Updated 3 years ago
- Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.☆60Nov 3, 2024Updated last year
- ☆15Jan 2, 2023Updated 3 years ago
- 👋 Influenciae is a Tensorflow Toolbox for Influence Functions☆68Aug 24, 2026Updated last month
- ☆20May 1, 2025Updated last year
- 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.
- LENS Project☆55Feb 22, 2024Updated 2 years ago
- ☆40Sep 15, 2025Updated last year
- ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).☆394Updated this week
- [NeurIPS 2025] Interpreting vision transformers via residual replacement model☆22Nov 3, 2025Updated 11 months ago
- Official code for FaCT: Faithful Concept Traces for Explaining Neural Network Decisions. NeurIPS 2025☆21Mar 6, 2026Updated 7 months ago
- Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers☆102Mar 14, 2025Updated last year
- ☆17May 19, 2026Updated 4 months ago
- ☆186May 1, 2026Updated 5 months ago
- Build and train Lipschitz-constrained networks: PyTorch implementation of 1-Lipschitz layers. For TensorFlow/Keras implementation, see ht…☆44Mar 23, 2026Updated 6 months ago
- 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.
- [NeurIPS 2025] Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models☆99Jun 5, 2026Updated 4 months ago
- Unified access to Large Language Model modules using NNsight☆121Updated this week
- Training Sparse Autoencoders on Language Models☆1,551Updated this week
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆15Feb 24, 2026Updated 7 months ago
- Linear Relational Embeddings (LREs) and Linear Relational Concepts (LRCs) for LLMs in PyTorch☆11Aug 7, 2024Updated 2 years ago
- ☆430Aug 21, 2025Updated last year
- Temporal Neural Networks☆30Mar 2, 2026Updated 7 months ago
- Implementation of PatchSAE as presented in "Sparse autoencoders reveal selective remapping of visual concepts during adaptation"☆34Apr 22, 2026Updated 5 months ago
- Official code implementation for the paper "Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Expl…☆12Jul 14, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 👋 Aligning Human & Machine Vision using explainability☆55Jul 14, 2023Updated 3 years ago
- 🐟 CODS - Conformal Object Detection and Segmentation☆22Jul 24, 2026Updated 2 months ago
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆1,121Updated this week
- Engine for collecting, uploading, and downloading model activations☆31Apr 2, 2025Updated last year
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆276Feb 27, 2026Updated 7 months ago
- FastClassification is a tensorflow toolbox for class classification. It provides a training module with various backbones and training tr…☆15Jun 26, 2021Updated 5 years ago
- Implementation of the BatchTopK activation function for training sparse autoencoders (SAEs)☆67Jul 24, 2025Updated last year
- Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Works…☆20Aug 30, 2026Updated last month
- ☆25Mar 17, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for "Don't trust your eyes: on the (un)reliability of feature visualizations" (ICML 2024)☆32Nov 15, 2023Updated 2 years ago
- MetaQuantus is an XAI performance tool to identify reliable evaluation metrics☆46Apr 17, 2024Updated 2 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
- [NeurIPS 2025] This is the official repository for VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Se…☆15Updated this week
- ☆18Nov 18, 2025Updated 10 months ago
- An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization☆141Jan 14, 2026Updated 8 months ago
- Sparse Linear Concept Embeddings☆134Mar 27, 2025Updated last year