Projects in Awesome Lists tagged with sparse-autoencoders

https://github.com/ysh329/Chinese-UFLDL-Tutorial

[UNMAINTAINED] 非监督特征学习与深度学习中文教程，该版本翻译自新版 UFLDL Tutorial 。建议新人们去学习斯坦福的CS231n课程，该门课程在网易云课堂上也有一个配有中文字幕的版本。

convolutional-neural-networks exercise sparse-autoencoders supervised-neural-network taught-learning unsupervised-learning

Last synced: 07 May 2025

https://github.com/dmis-lab/monet

[ICLR 2025] Monet: Mixture of Monosemantic Experts for Transformers

iclr iclr2025 interpretability large-language-models mixture-of-experts sparse-autoencoders

Last synced: 05 May 2025

https://github.com/openmoss/language-model-saes

For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.

interpretability mechanistic-interpretability sparse-autoencoders sparse-dictionary

Last synced: 12 Apr 2026

https://github.com/dynamical-inference/patchsae

Implementation of PatchSAE as presented in "Sparse autoencoders reveal selective remapping of visual concepts during adaptation"

explainable-ai pytorch sae sparse-autoencoders xai

Last synced: 11 Jan 2026

https://github.com/butanium/tiny-activation-dashboard

A tiny easily hackable implementation of a feature dashboard.

feature-dashboard feature-visualization sparse-autoencoder sparse-autoencoders

Last synced: 03 May 2026

https://github.com/255bits/sae-evolver

Use evolution with sparse autoencoders

evolutionary-algorithms python sparse-autoencoders

Last synced: 02 Sep 2025

https://github.com/mikolajszawerda/music-sae

Sparse Autoencoders (SAEs) for unsupervised music representation learning.

machine-learning music musicgen rave sparse-autoencoders yue

Last synced: 28 Oct 2025

https://github.com/jwuphysics/euclid-galaxy-morphology-saes

studying (self-)supervised representations of Euclid galaxy imaging via SAEs

astronomy computer-vision galaxies mechanistic-interpretability sparse-autoencoders

Last synced: 16 Jan 2026

https://github.com/designer-coderajay/glassbox-mech

Open-source EU AI Act Annex IV compliance toolkit. Mechanistic interpretability + circuit discovery for transformers. One function call generates a court-ready evidence package

alignment annex-iv attribution-patching black-box-testing circuit-discovery compliance-audit eu-ai-act explainability fastapi gpt2 llm-compliance logit-lens mcp mechanistic-interpretability pytorch regulatory-compliance sae sparse-autoencoders transformer-circuits transformerlens

Last synced: 04 Jun 2026

https://github.com/decoderesearch/synth-sae-bench-experiments

code for the paper: SynthSAEBench: Evaluating Sparse Autoencoders on Scalable Realistic Synthetic Data

ai interpretability machine-learning sparse-autoencoders

Last synced: 05 Mar 2026

https://github.com/lennart-finke/classifier-interp

Training Sparse Autoencoders on Prompt-Guard

ai-safety jailbreak sae sparse-autoencoders

Last synced: 14 Feb 2026

https://github.com/martinkersner/autoencoder-meetup

Presentation about Autoencoders for Seoul AI Meetup on July 8, 2017.

autoencoder sparse-autoencoders tensorflow variational-autoencoders

Last synced: 29 Apr 2026

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