Alternatives and similar repositories for ml_collections

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

• patrick-kidger / torchtyping
  Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
  ☆1,440Updated 4 months ago
• google-deepmind / xmanager
  A platform for managing machine learning experiments
  ☆870Updated 3 weeks ago
• pytorch / functorch
  functorch is JAX-like composable function transforms for PyTorch.
  ☆1,437Updated 3 weeks ago
• google / fiddle
  ☆353Updated last week
• google / learned_optimization
  ☆785Updated 2 weeks ago
• patrick-kidger / jaxtyping
  Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
  ☆1,523Updated 4 months ago
• google-deepmind / chex
  ☆881Updated last week
• facebookincubator / submitit
  Python 3.8+ toolbox for submitting jobs to Slurm
  ☆1,501Updated 3 months ago
• pytorch / tensordict
  TensorDict is a pytorch dedicated tensor container.
  ☆966Updated this week
• xl0 / lovely-tensors
  Tensors, for human consumption
  ☆1,290Updated 2 months ago
• google / CommonLoopUtils
  CLU lets you write beautiful training loops in JAX.
  ☆355Updated 2 months ago
• f-dangel / cockpit
  Cockpit: A Practical Debugging Tool for Training Deep Neural Networks
  ☆481Updated 3 years ago
• google-deepmind / dm-haiku
  JAX-based neural network library
  ☆3,090Updated last week
• n2cholas / awesome-jax
  JAX - A curated list of resources https://github.com/google/jax
  ☆1,916Updated 2 weeks ago
• google / grain
  Library for reading and processing ML training data.
  ☆531Updated this week
• google-deepmind / dm_pix
  PIX is an image processing library in JAX, for JAX.
  ☆422Updated 6 months ago
• google / objax
  ☆772Updated last year
• getkeops / keops
  KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows
  ☆1,125Updated 2 weeks ago
• google-deepmind / optax
  Optax is a gradient processing and optimization library for JAX.
  ☆2,012Updated last week
• archinetai / surgeon-pytorch
  A library to inspect and extract intermediate layers of PyTorch models.
  ☆473Updated 3 years ago
• BlackHC / toma
  Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory
  ☆437Updated last year
• poets-ai / elegy
  A High Level API for Deep Learning in JAX
  ☆475Updated 2 years ago
• google-deepmind / distrax
  ☆591Updated 2 weeks ago
• pytorch / data
  A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
  ☆1,223Updated this week
• mit-ll-responsible-ai / hydra-zen
  Create powerful Hydra applications without the yaml files and boilerplate code.
  ☆406Updated last week
• google-deepmind / jraph
  A Graph Neural Network Library in Jax
  ☆1,442Updated last year
• vopani / jaxton
  100 exercises to learn JAX
  ☆590Updated 3 years ago
• gordicaleksa / get-started-with-JAX
  The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series o…
  ☆750Updated last year
• google / jaxopt
  Hardware accelerated, batchable and differentiable optimizers in JAX.
  ☆993Updated 5 months ago
• Lightning-Universe / lightning-bolts
  Toolbox of models, callbacks, and datasets for AI/ML researchers.
  ☆1,738Updated 2 weeks ago