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.
  ☆3,264Updated 10 months ago
• webdataset / webdataset
  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
  ☆2,426Updated last month
• Lightning-AI / torchmetrics
  Machine learning metrics for distributed, scalable PyTorch applications.
  ☆2,177Updated this week
• rentruewang / koila
  Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.
  ☆1,823Updated 3 weeks ago
• jettify / pytorch-optimizer
  torch-optimizer -- collection of optimizers for Pytorch
  ☆3,067Updated 9 months ago
• arogozhnikov / einops
  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
  ☆8,655Updated last week
• pytorch / functorch
  functorch is JAX-like composable function transforms for PyTorch.
  ☆1,403Updated this week
• vturrisi / solo-learn
  solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
  ☆1,458Updated 3 weeks ago
• Lightning-Universe / lightning-bolts
  Toolbox of models, callbacks, and datasets for AI/ML researchers.
  ☆1,704Updated last week
• facebookresearch / fvcore
  Collection of common code that's shared among different research projects in FAIR computer vision team.
  ☆2,057Updated last month
• TylerYep / torchinfo
  View model summaries in PyTorch!
  ☆2,662Updated this week
• patrick-kidger / torchtyping
  Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
  ☆1,412Updated 5 months ago
• xl0 / lovely-tensors
  Tensors, for human consumption
  ☆1,178Updated last month
• google-research / big_vision
  Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
  ☆2,516Updated 3 weeks ago
• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,232Updated this week
• lightly-ai / lightly
  A python library for self-supervised learning on images.
  ☆3,249Updated this week
• lucidrains / lion-pytorch
  🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
  ☆2,080Updated last month
• lucidrains / x-transformers
  A concise but complete full-attention transformer with a set of promising experimental features from various papers
  ☆4,985Updated last week
• facebookresearch / deit
  Official DeiT repository
  ☆4,114Updated 10 months ago
• facebookresearch / dino
  PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
  ☆6,525Updated 6 months ago
• davda54 / sam
  SAM: Sharpness-Aware Minimization (PyTorch)
  ☆1,807Updated 10 months ago
• pytorch / captum
  Model interpretability and understanding for PyTorch
  ☆5,033Updated this week
• google-research / scenic
  Scenic: A Jax Library for Computer Vision Research and Beyond
  ☆3,385Updated this week
• facebookincubator / submitit
  Python 3.8+ toolbox for submitting jobs to Slurm
  ☆1,355Updated 3 months ago
• kornia / kornia
  🐍 Geometric Computer Vision Library for Spatial AI
  ☆10,143Updated this week
• facebookresearch / schedule_free
  Schedule-Free Optimization in PyTorch
  ☆2,061Updated last month
• facebookresearch / multimodal
  TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
  ☆1,519Updated this week
• KevinMusgrave / pytorch-metric-learning
  The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
  ☆6,066Updated last month
• facebookresearch / swav
  PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
  ☆2,023Updated last year