Alternatives and similar repositories for overcomplete

Users that are interested in overcomplete are comparing it to the libraries listed below

• deel-ai / Craft
  👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)
  ☆67Updated 2 years ago
• serre-lab / Lens
  LENS Project
  ☆50Updated last year
• YanNeu / spurious_imagenet
  Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet
  ☆32Updated 2 years ago
• oripress / EntropyEnigma
  Official code for the ICML 2024 paper "The Entropy Enigma: Success and Failure of Entropy Minimization"
  ☆53Updated last year
• maxdreyer / PURE
  Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Works…
  ☆19Updated last year
• bilal-chughtai / rep-theory-mech-interp
  ☆27Updated 2 years ago
• Prisma-Multimodal / ViT-Prisma
  ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).
  ☆315Updated 3 months ago
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆55Updated 5 months ago
• taufeeque9 / codebook-features
  Sparse and discrete interpretability tool for neural networks
  ☆64Updated last year
• FarnoushRJ / MambaLRP
  [NeurIPS 2024] Official implementation of the paper "MambaLRP: Explaining Selective State Space Sequence Models" 🐍
  ☆45Updated 11 months ago
• mlepori1 / NeuroSurgeon
  NeuroSurgeon is a package that enables researchers to uncover and manipulate subnetworks within models in Huggingface Transformers
  ☆41Updated 8 months ago
• KihoPark / linear_rep_geometry
  ☆108Updated 8 months ago
• mkirchhof / url
  Uncertainty-aware representation learning (URL) benchmark
  ☆105Updated 7 months ago
• apple / ml-selfreflect
  ☆36Updated last month
• dilyabareeva / quanda
  A toolkit for quantitative evaluation of data attribution methods.
  ☆53Updated 3 months ago
• wesg52 / universal-neurons
  Universal Neurons in GPT2 Language Models
  ☆30Updated last year
• ifiaposto / Distance_Aware_Bottleneck
  Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024
  ☆28Updated last year
• serre-lab / Horama
  ☆15Updated 5 months ago
• ApolloResearch / apd
  Attribution-based Parameter Decomposition
  ☆31Updated 4 months ago
• multimodal-interpretability / maia
  Official implementation of MAIA, A Multimodal Automated Interpretability Agent
  ☆92Updated last week
• MadryLab / modelcomponents
  Decomposing and Editing Predictions by Modeling Model Computation
  ☆138Updated last year
• adamkarvonen / SAEBench
  ☆131Updated last week
• evandez / neuron-descriptions
  Natural Language Descriptions of Deep Visual Features, ICLR 2022
  ☆65Updated 2 years ago
• EkdeepSLubana / MMC
  Codebase for Mechanistic Mode Connectivity
  ☆14Updated 2 years ago
• MadryLab / datamodels-data
  Data for "Datamodels: Predicting Predictions with Training Data"
  ☆97Updated 2 years ago
• ahmedmagdiosman / clevr-xai
  Dataset and code for the CLEVR-XAI dataset.
  ☆32Updated 2 years ago
• Trustworthy-ML-Lab / Linear-Explanations
  [ICML 24] A novel automated neuron explanation framework that can accurately describe poly-semantic concepts in deep neural networks
  ☆13Updated 5 months ago
• noranta4 / ASIF
  Personal implementation of ASIF by Antonio Norelli
  ☆26Updated last year
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆59Updated last year
• bartbussmann / matryoshka_sae
  ☆49Updated 9 months ago