Alternatives and similar repositories for trainit

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

• f-dangel / singd
  [ICML 2024] SINGD: KFAC-like Structured Inverse-Free Natural Gradient Descent (http://arxiv.org/abs/2312.05705)
  ☆23Updated last year
• lixilinx / psgd_torch
  Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…
  ☆188Updated last month
• f-dangel / curvlinops
  PyTorch linear operators for curvature matrices (Hessian, Fisher/GGN, KFAC, ...)
  ☆59Updated last week
• LIONS-EPFL / scion
  ☆47Updated last month
• team-approx-bayes / ivon
  IVON optimizer for neural networks based on variational learning.
  ☆72Updated last year
• andres-fr / skerch
  Sketched linear operations for PyTorch
  ☆97Updated last month
• acerbilab / amortized-conditioning-engine
  Amortized Probabilistic Conditioning for Optimization, Simulation and Inference (Chang et al., AISTATS 2025)
  ☆21Updated 5 months ago
• Niccolo-Ajroldi / plainLM
  Minimal pretraining script for language modeling in PyTorch. Supporting torch compilation and DDP. It includes a model implementation and…
  ☆39Updated 3 weeks ago
• kazukiosawa / asdl
  ASDL: Automatic Second-order Differentiation Library for PyTorch
  ☆190Updated 11 months ago
• bremen79 / parameterfree
  Parameter-Free Optimizers for Pytorch
  ☆130Updated last year
• formll / dog
  DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule
  ☆63Updated 2 years ago
• BirkhoffG / jax-dataloader
  Pytorch-like dataloaders for JAX.
  ☆97Updated 6 months ago
• locuslab / edge-of-stability
  ☆72Updated 11 months ago
• alisiahkoohi / Langevin-dynamics
  Sampling with gradient-based Markov Chain Monte Carlo approaches
  ☆108Updated last year
• gpauloski / kfac-pytorch
  Distributed K-FAC preconditioner for PyTorch
  ☆91Updated this week
• JesseFarebro / flax-mup
  Maximal Update Parametrization (μP) with Flax & Optax.
  ☆16Updated last year
• fKunstner / noise-sgd-adam-sign
  ☆16Updated 2 years ago
• stanislavfort / dissect-git-re-basin
  Replicating and dissecting the git-re-basin project in one-click-replication Colabs
  ☆36Updated 3 years ago
• shikaiqiu / compute-better-spent
  ☆61Updated last year
• MarlonBecker / MSAM
  ☆20Updated last year
• nikhilvyas / SOAP
  ☆224Updated 11 months ago
• opooladz / Preconditioned-Stochastic-Gradient-Descent
  A repo based on XiLin Li's PSGD repo that extends some of the experiments.
  ☆14Updated last year
• tml-epfl / why-weight-decay
  Why Do We Need Weight Decay in Modern Deep Learning? [NeurIPS 2024]
  ☆68Updated last year
• phlippe / jax_trainer
  Lightning-like training API for JAX with Flax
  ☆44Updated 11 months ago
• wiseodd / pub-ready-plots
  Agustinus' very opiniated publication-ready plotting library
  ☆69Updated 6 months ago
• GallagherCommaJack / modulax
  ☆17Updated last year
• nshepperd / gumbel-rao-pytorch
  ☆11Updated 4 years ago
• cooper-org / cooper
  A general-purpose, deep learning-first library for constrained optimization in PyTorch
  ☆145Updated 2 weeks ago
• modula-systems / modula
  🧱 Modula software package
  ☆307Updated 3 months ago
• f-dangel / vivit
  [TMLR 2022] Curvature access through the generalized Gauss-Newton's low-rank structure: Eigenvalues, eigenvectors, directional derivative…
  ☆17Updated 2 years ago