Using sparse coding to find distributed representations used by neural networks.
☆307Nov 10, 2023Updated 2 years ago
Alternatives and similar repositories for sparse_coding
Users that are interested in sparse_coding are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Sparse Autoencoder for Mechanistic Interpretability☆303Jul 20, 2024Updated 2 years ago
- ☆141Oct 28, 2023Updated 2 years ago
- ☆599Jul 19, 2024Updated 2 years ago
- ☆224Oct 14, 2025Updated 9 months ago
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆268Feb 27, 2026Updated 5 months 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.
- Training Sparse Autoencoders on Language Models☆1,499Updated this week
- ☆430Aug 21, 2025Updated 11 months ago
- ☆293Oct 1, 2024Updated last year
- Sparsify transformers with SAEs and transcoders☆735Aug 3, 2026Updated last week
- ☆182May 1, 2026Updated 3 months ago
- ☆1,082Mar 6, 2024Updated 2 years ago
- Tools for understanding how transformer predictions are built layer-by-layer☆608Aug 7, 2025Updated last year
- A library for mechanistic interpretability of GPT-style language models☆3,766Updated this week
- Mechanistic Interpretability Visualizations using React☆361Apr 30, 2026Updated 3 months 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.
- ☆212Nov 17, 2024Updated last year
- ☆114Aug 8, 2024Updated 2 years ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆68Oct 27, 2024Updated last year
- Code Release for the 2023 NeurIPS Paper How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained langua…☆17Dec 6, 2024Updated last year
- ☆60Nov 19, 2024Updated last year
- An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"☆68May 12, 2024Updated 2 years ago
- ☆26Dec 20, 2023Updated 2 years ago
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆1,019Updated this week
- Sparse probing paper full code.☆68Dec 17, 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.
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆308Jan 22, 2026Updated 6 months ago
- Notebooks accompanying Anthropic's "Toy Models of Superposition" paper☆158Sep 14, 2022Updated 3 years ago
- ☆43Nov 16, 2021Updated 4 years ago
- Sparse Autoencoder Training Library☆58May 1, 2025Updated last year
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆271Aug 3, 2026Updated last week
- Accompanying codebase for neuroscope.io, a website for displaying max activating dataset examples for language model neurons☆15Feb 13, 2023Updated 3 years ago
- Stanford NLP Python library for understanding and improving PyTorch models via interventions☆897Mar 6, 2026Updated 5 months ago
- Representation Engineering: A Top-Down Approach to AI Transparency☆1,020Aug 14, 2024Updated last year
- ☆31Apr 4, 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.
- ☆149Aug 4, 2024Updated 2 years ago
- Code to reproduce key results accompanying "SAEs (usually) Transfer Between Base and Chat Models"☆13Jul 18, 2024Updated 2 years ago
- Algebraic value editing in pretrained language models☆71Nov 1, 2023Updated 2 years ago
- ☆110May 23, 2026Updated 2 months ago
- Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.☆226Updated this week
- ☆15Jul 12, 2024Updated 2 years ago
- Tools for exploring Transformer neuron behaviour, including input pruning and diversification.☆10Jun 6, 2023Updated 3 years ago