Alternatives and similar repositories for Grokking

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

• MadryLab / modeldiff
  ModelDiff: A Framework for Comparing Learning Algorithms
  ☆59Updated 2 years ago
• facebookresearch / ModelRatatouille
  Recycling diverse models
  ☆45Updated 2 years ago
• uclaml / PDE
  Official repo of Progressive Data Expansion: data, code and evaluation
  ☆29Updated last year
• xu-ji / information-bottleneck
  Deep Learning & Information Bottleneck
  ☆61Updated 2 years ago
• oripress / EntropyEnigma
  Official code for the ICML 2024 paper "The Entropy Enigma: Success and Failure of Entropy Minimization"
  ☆53Updated last year
• AhmedImtiazPrio / grok-adversarial
  Deep Networks Grok All the Time and Here is Why
  ☆37Updated last year
• JeanKaddour / LAWA
  Latest Weight Averaging (NeurIPS HITY 2022)
  ☆31Updated 2 years ago
• facebookresearch / DejaVu
  Repository for the paper Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning
  ☆36Updated 2 years ago
• google-deepmind / ssl_hsic
  ☆38Updated last year
• ekinakyurek / google-research
  Google Research
  ☆46Updated 2 years ago
• JonasGeiping / dataaugs
  ☆18Updated 3 years ago
• sayakpaul / robustness-foundation-models
  This repository holds code and other relevant files for the NeurIPS 2022 tutorial: Foundational Robustness of Foundation Models.
  ☆72Updated 2 years ago
• aks2203 / deep-thinking
  A centralized place for deep thinking code and experiments
  ☆86Updated 2 years ago
• locuslab / T-MARS
  Code for T-MARS data filtering
  ☆35Updated 2 years ago
• 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
• Newbeeer / V-information
  Code for the ICLR 2020 Paper, "A Theory of Usable Information under Computational Constraints"
  ☆26Updated 5 years ago
• KindXiaoming / Omnigrok
  Omnigrok: Grokking Beyond Algorithmic Data
  ☆62Updated 2 years ago
• MadryLab / EditingClassifiers
  ☆96Updated 2 years ago
• sjoshi804 / sas-data-efficient-contrastive-learning
  Official Code for ICML 2023 Data-Efficient Contrastive Self-supervised Learning
  ☆33Updated last year
• hlml / fortuitous_forgetting
  ☆19Updated 3 years ago
• KellerJordan / REPAIR
  Code release for REPAIR: REnormalizing Permuted Activations for Interpolation Repair
  ☆50Updated last year
• fjzzq2002 / pizza
  Code repository for "The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks"
  ☆17Updated last year
• AvivNavon / DWSNets
  Official implementation for Equivariant Architectures for Learning in Deep Weight Spaces [ICML 2023]
  ☆89Updated 2 years ago
• ethz-spylab / superhuman-ai-consistency
  ☆30Updated 2 years ago
• tml-epfl / sharpness-vs-generalization
  A modern look at the relationship between sharpness and generalization [ICML 2023]
  ☆43Updated 2 years ago
• MadryLab / DebuggableDeepNetworks
  ☆38Updated 4 years ago
• RobertCsordas / linear_layer_as_attention
  The official repository for our paper "The Dual Form of Neural Networks Revisited: Connecting Test Time Predictions to Training Patterns …
  ☆16Updated 4 months ago
• maragraziani / concept_discovery_svd
  Automatic identification of regions in the latent space of a model that correspond to unique concepts, namely to concepts with a semantic…
  ☆14Updated last year
• MadryLab / bias-transfer
  ☆15Updated 3 years ago
• ShanglunFengatETHZ / PrivacyBackdoor
  Privacy backdoors
  ☆51Updated last year