Alternatives and similar repositories for flax

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

• google-deepmind / dm-haiku
  JAX-based neural network library
  ☆3,152Updated last week
• google-deepmind / optax
  Optax is a gradient processing and optimization library for JAX.
  ☆2,128Updated last week
• jax-ml / jax
  Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
  ☆34,431Updated this week
• patrick-kidger / equinox
  Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
  ☆2,727Updated last week
• arogozhnikov / einops
  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
  ☆9,334Updated last month
• n2cholas / awesome-jax
  JAX - A curated list of resources https://github.com/google/jax
  ☆1,998Updated 3 months ago
• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,392Updated 8 months ago
• pytorch / xla
  Enabling PyTorch on XLA Devices (e.g. Google TPU)
  ☆2,729Updated last week
• google / neural-tangents
  Fast and Easy Infinite Neural Networks in Python
  ☆2,364Updated last year
• openxla / xla
  A machine learning compiler for GPUs, CPUs, and ML accelerators
  ☆3,849Updated this week
• pytorch / functorch
  functorch is JAX-like composable function transforms for PyTorch.
  ☆1,437Updated 4 months ago
• pyro-ppl / numpyro
  Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
  ☆2,576Updated this week
• google / gin-config
  Gin provides a lightweight configuration framework for Python
  ☆2,145Updated 3 months ago
• HIPS / autograd
  Efficiently computes derivatives of NumPy code.
  ☆7,427Updated last week
• Lightning-AI / torchmetrics
  Machine learning metrics for distributed, scalable PyTorch applications.
  ☆2,383Updated last week
• facebook / Ax
  Adaptive Experimentation Platform
  ☆2,676Updated this week
• jettify / pytorch-optimizer
  torch-optimizer -- collection of optimizers for Pytorch
  ☆3,159Updated last year
• huggingface / accelerate
  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…
  ☆9,411Updated last week
• patrick-kidger / jaxtyping
  Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
  ☆1,678Updated 2 weeks ago
• facebookresearch / hydra
  Hydra is a framework for elegantly configuring complex applications
  ☆10,061Updated 2 weeks ago
• google / ml_collections
  ML Collections is a library of Python Collections designed for ML use cases.
  ☆1,004Updated last month
• cupy / cupy
  NumPy & SciPy for GPU
  ☆10,686Updated this week
• google / vizier
  Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
  ☆1,616Updated last week
• libffcv / ffcv
  FFCV: Fast Forward Computer Vision (and other ML workloads!)
  ☆2,988Updated last year
• optuna / optuna
  A hyperparameter optimization framework
  ☆13,268Updated this week
• rapidsai / cuml
  cuML - RAPIDS Machine Learning Library
  ☆5,070Updated this week
• omry / omegaconf
  Flexible Python configuration system. The last one you will ever need.
  ☆2,316Updated last month
• meta-pytorch / botorch
  Bayesian optimization in PyTorch
  ☆3,434Updated last week
• aimhubio / aim
  Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
  ☆5,926Updated this week
• NVIDIA / apex
  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
  ☆8,882Updated last week