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Topic: "sparse-autoencoders"

vgel/repeng

A library for making RepE control vectors

Language: Jupyter Notebook - Size: 315 KB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 571 - Forks: 45

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。

Size: 1.54 MB - Last synced at: 5 months ago - Pushed at: about 7 years ago - Stars: 352 - Forks: 118

OpenMOSS/Language-Model-SAEs

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

Language: Python - Size: 9.95 MB - Last synced at: 1 day ago - Pushed at: 14 days ago - Stars: 109 - Forks: 13

LahiruJayasinghe/DeepDOA

Finding Direction of arrival (DOA) of small UAVs using Sparse Denoising Autoencoders and Deep Neural Networks.

Language: Python - Size: 444 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 70 - Forks: 38

dmis-lab/Monet

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

Language: Python - Size: 252 KB - Last synced at: 28 days ago - Pushed at: 3 months ago - Stars: 60 - Forks: 3

neuroexplicit-saar/Discover-then-Name

Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.

Language: Python - Size: 1.59 MB - Last synced at: 11 days ago - Pushed at: 6 months ago - Stars: 39 - Forks: 2

abhisheksambyal/Autoencoders-using-Pytorch-Medical-Imaging

Medical Imaging, Denoising Autoencoder, Sparse Denoising Autoencoder (SDAE) End-to-end and Layer Wise Pretraining

Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 38 - Forks: 10

Abhipanda4/Sparse-Autoencoders

Sparse Autoencoders using FashionMNIST dataset

Language: Python - Size: 41.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 31 - Forks: 3

meteahishali/SRL-SOA

Hyperspectral Band Selection using Self-Representation Learning with Sparse 1D-Operational Autoencoder (SRL-SOA)

Language: Python - Size: 862 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 22 - Forks: 7

rmovva/HypotheSAEs

Hypothesizing interpretable relationships in text datasets using sparse autoencoders.

Language: Jupyter Notebook - Size: 11.5 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 20 - Forks: 2

MaheepChaudhary/SAE-Ravel

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 paper "Evaluating Open-Source Sparse Autoencoders on Disentangling Factual Knowledge in GPT-2 Small"

Language: Python - Size: 11.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 10 - Forks: 1

Butanium/tiny-activation-dashboard

A tiny easily hackable implementation of a feature dashboard.

Language: Jupyter Notebook - Size: 109 KB - Last synced at: 9 days ago - Pushed at: 2 months ago - Stars: 9 - Forks: 1

255BITS/sae-evolver

Use evolution with sparse autoencoders

Language: Python - Size: 86.9 KB - Last synced at: 15 days ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

gkimer/thesis-ICI

Diagnóstico de falla de rodamiento utilizando descomposición modal empírica y deep learning

Language: Matlab - Size: 43.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 1

Yusen-Peng/KAN-LLaMA

Can KAN-based Sparse Autoencoders Interpret a Large Language Model?

Language: Python - Size: 208 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 1 - Forks: 0

jiaqingxie/steer-sae

Code for the ETH MSc Thesis: Sparse Autoencoders vs. Activation Difference for Language Model Steering

Language: Shell - Size: 9.66 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 1 - Forks: 0

ashioyajotham/interp

My AI interpretability research journey

Language: HTML - Size: 22.2 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Utkarshp1/EE-412-Neural-Networks-and-Deep-Learning

This repository is created as part of Neural Networks and Deep Learning course at my college. This repo contains the implementations of Neural Network and Deep Learning algorithms.

Language: Jupyter Notebook - Size: 2.19 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

ghost1412/Keras-Autoencoder

Language: Python - Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

martinkersner/autoencoder-meetup

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

Language: Jupyter Notebook - Size: 1.04 MB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1