Alternatives and similar repositories for Preconditioned-Stochastic-Gradient-Descent

Users that are interested in Preconditioned-Stochastic-Gradient-Descent are comparing it to the libraries listed below

• GallagherCommaJack / modulax
  ☆17Updated last year
• ethansmith2000 / fsdp_optimizers
  supporting pytorch FSDP for optimizers
  ☆83Updated 11 months ago
• apple / ml-ademamix
  ☆68Updated last year
• thinking-machines-lab / manifolds
  Supporting code for the blog post on modular manifolds.
  ☆101Updated last month
• ruke1ire / RTF
  A State-Space Model with Rational Transfer Function Representation.
  ☆82Updated last year
• ethansmith2000 / TransformerExperiments
  ☆19Updated 5 months ago
• brianfitzgerald / jax-mmdit
  Implementation of Diffusion Transformers and Rectified Flow in Jax
  ☆26Updated last year
• JesseFarebro / flax-mup
  Maximal Update Parametrization (μP) with Flax & Optax.
  ☆16Updated last year
• lindermanlab / elk
  Scalable and Stable Parallelization of Nonlinear RNNS
  ☆24Updated 3 weeks ago
• nikhilvyas / SOAP
  ☆222Updated 11 months ago
• lucidrains / gateloop-transformer
  Implementation of GateLoop Transformer in Pytorch and Jax
  ☆90Updated last year
• shikaiqiu / compute-better-spent
  ☆61Updated last year
• kvfrans / splus
  ☆119Updated 5 months ago
• lucidrains / GAF-microbatch-pytorch
  Implementation of Gradient Agreement Filtering, from Chaubard et al. of Stanford, but for single machine microbatches, in Pytorch
  ☆25Updated 9 months ago
• crowsonkb / torch-dist-utils
  Utilities for PyTorch distributed
  ☆25Updated 8 months ago
• cloneofsimo / zeroshampoo
  ☆34Updated last year
• cloneofsimo / ezmup
  Simple implementation of muP, based on Spectral Condition for Feature Learning. The implementation is SGD only, dont use it for Adam
  ☆85Updated last year
• ClashLuke / tpucare
  Automatically take good care of your preemptible TPUs
  ☆37Updated 2 years ago
• vvvm23 / mamba-jax
  Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX
  ☆89Updated last year
• ml-gde / jflux
  JAX Implementation of Black Forest Labs' Flux.1 family of models
  ☆39Updated 2 months ago
• dvruette / barrel-rec-pytorch
  ☆53Updated last year
• Z-T-WANG / LaProp-Optimizer
  Codes accompanying the paper "LaProp: a Better Way to Combine Momentum with Adaptive Gradient"
  ☆29Updated 5 years ago
• LIONS-EPFL / scion
  ☆47Updated 3 weeks ago
• lixilinx / psgd_torch
  Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…
  ☆187Updated last month
• evanatyourservice / kron_torch
  An implementation of PSGD Kron second-order optimizer for PyTorch
  ☆96Updated 3 months ago
• fal-ai / diffusion-speedrun
  Focused on fast experimentation and simplicity
  ☆75Updated 10 months ago
• matthias-wright / jax-fid
  FID computation in Jax/Flax.
  ☆29Updated last year
• KindXiaoming / grow-crystals
  Getting crystal-like representations with harmonic loss
  ☆192Updated 7 months ago
• lucidrains / grokfast-pytorch
  Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"
  ☆103Updated 10 months ago
• radarFudan / mamba-minimal-jax
  ☆34Updated 11 months ago