Alternatives and similar repositories for concept-learning

Users that are interested in concept-learning are comparing it to the libraries listed below

• brendel-group / compositional-ood-generalization
  Official code for the paper "Compositional Generalization from First Principles" (NeurIPS 2023)
  ☆13Updated 2 years ago
• AllanYangZhou / nfn
  NF-Layers for constructing neural functionals.
  ☆91Updated last year
• AhmedImtiazPrio / grok-adversarial
  Deep Networks Grok All the Time and Here is Why
  ☆38Updated last year
• GFNOrg / GFlowNet-EM
  Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.
  ☆41Updated last year
• ChenWu98 / algorithmic-creativity
  [ICML 2025] Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction
  ☆80Updated 6 months ago
• wmn-231314 / diffusion-data-constraint
  Official PyTorch implementation and models for paper "Diffusion Beats Autoregressive in Data-Constrained Settings". We find diffusion mod…
  ☆113Updated last month
• yilundu / comet
  [NeurIPS 2021] Code for Unsupervised Learning of Compositional Energy Concepts
  ☆62Updated 3 years ago
• google-deepmind / md4
  Official Jax Implementation of MD4 Masked Diffusion Models
  ☆147Updated 9 months ago
• harryjo97 / RDLM
  Official Code Repository for the paper "Continuous Diffusion Model for Language Modeling" (NeurIPS 2025).
  ☆50Updated 2 months ago
• hankook / CLEL
  ☆16Updated 2 years ago
• GFNOrg / diffusion-finetuning
  ☆40Updated last year
• locuslab / get
  Generative Equilibrium Transformer
  ☆26Updated 2 years ago
• Cranial-XIX / longhorn
  Official PyTorch Implementation of the Longhorn Deep State Space Model
  ☆56Updated last year
• KempnerInstitute / overcomplete
  👋 Overcomplete is a Vision-based SAE Toolbox
  ☆106Updated last week
• Ping-C / optimizer
  This repository includes code to reproduce the tables in "Loss Landscapes are All You Need: Neural Network Generalization Can Be Explaine…
  ☆40Updated 2 years ago
• GFNOrg / gfn-diffusion
  ☆35Updated 8 months ago
• zdhNarsil / Diffusion-Generative-Flow-Samplers
  PyTorch implementation for our ICLR 2024 paper "Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory…
  ☆26Updated last year
• kylehkhsu / tripod
  ☆12Updated last year
• fangyuan-ksgk / selective-attention-transformer
  Unofficial Implementation of Selective Attention Transformer
  ☆18Updated last year
• edwardmilsom / function-space-learning-rates-paper
  Code for the paper "Function-Space Learning Rates"
  ☆23Updated 6 months ago
• apple / ml-selfreflect
  ☆38Updated 2 months ago
• apple / ml-diffusion-alignment-gflownet
  PyTorch implementation for our paper "Improving GFlowNets for Text-to-Image Diffusion Alignment."
  ☆30Updated last year
• yossigandelsman / second_order_lens
  Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"
  ☆42Updated last year
• formll / resolving-scaling-law-discrepancies
  ☆20Updated last month
• surkovv / sdxl-unbox
  Sparse Autoencoders for Stable Diffusion XL models.
  ☆79Updated last month
• radarFudan / mamba-minimal-jax
  ☆35Updated last year
• locuslab / diffusion-model-hallucination
  ☆49Updated last year
• tdooms / bilinear-decomposition
  Official repo for the paper "Bilinear MLPs enable weight-based mechanistic interpretability".
  ☆24Updated 4 months ago
• KihoPark / linear_rep_geometry
  ☆111Updated 10 months ago
• AllanYangZhou / universal_neural_functional
  ☆53Updated last year