Alternatives and similar repositories for algorithmic-efficiency

Users that are interested in algorithmic-efficiency are comparing it to the libraries listed below

• facebookresearch / optimizers
  For optimization algorithm research and development.
  ☆521Updated this week
• google-research / jaxpruner
  ☆230Updated 5 months ago
• jax-ml / jax-triton
  jax-triton contains integrations between JAX and OpenAI Triton
  ☆405Updated 3 weeks ago
• stanford-crfm / levanter
  Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax
  ☆607Updated this week
• google-deepmind / nanodo
  ☆274Updated last year
• jax-ml / scaling-book
  Home for "How To Scale Your Model", a short blog-style textbook about scaling LLMs on TPUs
  ☆430Updated last week
• facebookresearch / torchdim
  Named tensors with first-class dimensions for PyTorch
  ☆332Updated 2 years ago
• modula-systems / modula
  🧱 Modula software package
  ☆204Updated 3 months ago
• srush / Autodiff-Puzzles
  ☆440Updated 9 months ago
• srush / annotated-mamba
  Annotated version of the Mamba paper
  ☆486Updated last year
• pytorch / tensordict
  TensorDict is a pytorch dedicated tensor container.
  ☆942Updated this week
• srush / Transformer-Puzzles
  Puzzles for exploring transformers
  ☆355Updated 2 years ago
• fferflo / einx
  Universal Tensor Operations in Einstein-Inspired Notation for Python.
  ☆385Updated 3 months ago
• wilson-labs / cola
  Compositional Linear Algebra
  ☆478Updated last month
• HenryNdubuaku / nanodl
  A Jax-based library for building transformers, includes implementations of GPT, Gemma, LlaMa, Mixtral, Whisper, SWin, ViT and more.
  ☆290Updated 10 months ago
• lixilinx / psgd_torch
  Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…
  ☆179Updated last month
• KellerJordan / cifar10-airbench
  CIFAR-10 speedruns: 94% in 2.6 seconds and 96% in 27 seconds
  ☆263Updated 4 months ago
• google / CommonLoopUtils
  CLU lets you write beautiful training loops in JAX.
  ☆350Updated 3 weeks ago
• google / orbax
  Orbax provides common checkpointing and persistence utilities for JAX users
  ☆404Updated this week
• google / aqt
  ☆320Updated 3 weeks ago
• NVIDIA / JAX-Toolbox
  JAX-Toolbox
  ☆321Updated this week
• google / learned_optimization
  ☆780Updated last month
• google / grain
  Library for reading and processing ML training data.
  ☆477Updated this week
• ayaka14732 / jax-smi
  JAX Synergistic Memory Inspector
  ☆175Updated last year
• google / praxis
  ☆186Updated last month
• graphcore-research / unit-scaling
  A library for unit scaling in PyTorch
  ☆125Updated last week
• google-deepmind / jmp
  JMP is a Mixed Precision library for JAX.
  ☆206Updated 5 months ago
• DarshanDeshpande / jax-models
  Unofficial JAX implementations of deep learning research papers
  ☆156Updated 3 years ago
• proger / accelerated-scan
  Accelerated First Order Parallel Associative Scan
  ☆182Updated 10 months ago
• stanford-crfm / haliax
  Named Tensors for Legible Deep Learning in JAX
  ☆188Updated this week