Alternatives and similar repositories for ffcv:

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

• facebookresearch / vissl
  VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
  ☆3,279Updated last year
• webdataset / webdataset
  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
  ☆2,560Updated 2 months ago
• Lightning-AI / torchmetrics
  Machine learning metrics for distributed, scalable PyTorch applications.
  ☆2,242Updated this week
• Lightning-Universe / lightning-bolts
  Toolbox of models, callbacks, and datasets for AI/ML researchers.
  ☆1,719Updated last week
• lucidrains / lion-pytorch
  🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
  ☆2,122Updated 4 months ago
• pytorch / captum
  Model interpretability and understanding for PyTorch
  ☆5,174Updated last week
• vturrisi / solo-learn
  solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
  ☆1,475Updated last week
• lightly-ai / lightly
  A python library for self-supervised learning on images.
  ☆3,355Updated this week
• jettify / pytorch-optimizer
  torch-optimizer -- collection of optimizers for Pytorch
  ☆3,101Updated last year
• facebookresearch / fvcore
  Collection of common code that's shared among different research projects in FAIR computer vision team.
  ☆2,108Updated 4 months ago
• arogozhnikov / einops
  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
  ☆8,853Updated 2 months ago
• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,298Updated last week
• TylerYep / torchinfo
  View model summaries in PyTorch!
  ☆2,747Updated last week
• Lightning-AI / deep-learning-project-template
  Pytorch Lightning code guideline for conferences
  ☆1,258Updated last year
• xl0 / lovely-tensors
  Tensors, for human consumption
  ☆1,214Updated 4 months ago
• rentruewang / koila
  Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.
  ☆1,821Updated 3 months ago
• facebookresearch / dino
  PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
  ☆6,764Updated 9 months ago
• facebookresearch / ConvNeXt
  Code release for ConvNeXt model
  ☆5,965Updated 2 years ago
• patrick-kidger / torchtyping
  Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
  ☆1,426Updated 8 months ago
• facebookresearch / deit
  Official DeiT repository
  ☆4,174Updated last year
• davda54 / sam
  SAM: Sharpness-Aware Minimization (PyTorch)
  ☆1,860Updated last year
• google-research / scenic
  Scenic: A Jax Library for Computer Vision Research and Beyond
  ☆3,504Updated this week
• pytorch / functorch
  functorch is JAX-like composable function transforms for PyTorch.
  ☆1,422Updated this week
• microsoft / mup
  maximal update parametrization (µP)
  ☆1,493Updated 9 months ago
• facebookincubator / submitit
  Python 3.8+ toolbox for submitting jobs to Slurm
  ☆1,410Updated 7 months ago
• google-research / big_vision
  Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
  ☆2,815Updated last month
• KevinMusgrave / pytorch-metric-learning
  The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
  ☆6,121Updated last week
• facebookresearch / pytorchvideo
  A deep learning library for video understanding research.
  ☆3,422Updated 2 months ago
• huggingface / accelerate
  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…
  ☆8,626Updated this week
• Stonesjtu / pytorch_memlab
  Profiling and inspecting memory in pytorch
  ☆1,057Updated 8 months ago