Alternatives and similar repositories for submodlib

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

• Kaleidophon / nlp-uncertainty-zoo
  Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.
  ☆53Updated 2 years ago
• AnanyaKumar / transfer_learning
  Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratc…
  ☆151Updated 2 years ago
• p-lambda / incontext-learning
  Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…
  ☆108Updated last year
• JieyuZ2 / wrench
  [NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
  ☆224Updated last year
• salesforce / fast-influence-functions
  ☆89Updated 2 months ago
• acmi-lab / cmu-10732-robustness-adaptivity-shift
  Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments
  ☆74Updated 2 years ago
• kawine / dataset_difficulty
  "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
  ☆87Updated last year
• MadryLab / trak
  A fast, effective data attribution method for neural networks in PyTorch
  ☆212Updated 8 months ago
• google-deepmind / distribution_shift_framework
  This repository contains the code of the distribution shift framework presented in A Fine-Grained Analysis on Distribution Shift (Wiles e…
  ☆83Updated last month
• JieyuZ2 / Awesome-Weak-Supervision
  A curated list of programmatic weak supervision papers and resources
  ☆190Updated 2 years ago
• ZaydH / influence_analysis_papers
  Influence Analysis and Estimation - Survey, Papers, and Taxonomy
  ☆79Updated last year
• RobertCsordas / modules
  The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We…
  ☆46Updated last year
• tding1 / Neural-Collapse
  [NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features
  ☆57Updated 3 years ago
• awslabs / aws-cv-task2vec
  Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)
  ☆122Updated 2 years ago
• r-three / mats
  ☆31Updated last year
• ICLR / Master-Template
  Template and style files for ICLR
  ☆203Updated 3 weeks ago
• mansheej / data_diet
  ☆108Updated 2 years ago
• google-research / heldout-influence-estimation
  ☆62Updated 4 years ago
• ec6dde01667145e58de60f864e05a4 / CausalOptimizationAnon
  ☆65Updated 11 months ago
• princeton-nlp / LM-Kernel-FT
  A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643
  ☆76Updated last year
• sayakpaul / robustness-foundation-models
  This repository holds code and other relevant files for the NeurIPS 2022 tutorial: Foundational Robustness of Foundation Models.
  ☆71Updated 2 years ago
• ermongroup / pirank
  PiRank: Learning to Rank via Differentiable Sorting
  ☆60Updated 2 years ago
• PeterTheOne / slideslive-slides-dl
  slideslive slides downloading script
  ☆128Updated last week
• kohpangwei / group-influence-release
  ☆50Updated 2 years ago
• adrianjav / rotograd
  Official Pytorch's implementation of RotoGrad
  ☆79Updated last year
• openreview / openreview-py
  Official Python client library for the OpenReview API
  ☆188Updated this week
• microsoft / otdd
  Optimal Transport Dataset Distance
  ☆167Updated 3 years ago
• EfficientTraining / LabelBench
  ☆46Updated 8 months ago
• s-nlp / certain-transformer
  How certain is your transformer?
  ☆25Updated 4 years ago
• MadryLab / datamodels-data
  Data for "Datamodels: Predicting Predictions with Training Data"
  ☆97Updated 2 years ago