Alternatives and similar repositories for torchinfo:

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

• sksq96 / pytorch-summary
  Model summary in PyTorch similar to `model.summary()` in Keras
  ☆4,039Updated last year
• Lightning-AI / torchmetrics
  Machine learning metrics for distributed, scalable PyTorch applications.
  ☆2,258Updated this week
• jettify / pytorch-optimizer
  torch-optimizer -- collection of optimizers for Pytorch
  ☆3,107Updated last year
• arogozhnikov / einops
  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
  ☆8,882Updated last week
• Lyken17 / pytorch-OpCounter
  Count the MACs / FLOPs of your PyTorch model.
  ☆4,983Updated 9 months ago
• szagoruyko / pytorchviz
  A small package to create visualizations of PyTorch execution graphs
  ☆3,346Updated 4 months ago
• davda54 / sam
  SAM: Sharpness-Aware Minimization (PyTorch)
  ☆1,867Updated last year
• facebookresearch / fvcore
  Collection of common code that's shared among different research projects in FAIR computer vision team.
  ☆2,124Updated 5 months ago
• webdataset / webdataset
  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
  ☆2,574Updated 2 months ago
• mert-kurttutan / torchview
  torchview: visualize pytorch models
  ☆914Updated last week
• libffcv / ffcv
  FFCV: Fast Forward Computer Vision (and other ML workloads!)
  ☆2,924Updated 10 months ago
• pytorch / captum
  Model interpretability and understanding for PyTorch
  ☆5,195Updated this week
• sovrasov / flops-counter.pytorch
  Flops counter for neural networks in pytorch framework
  ☆2,888Updated 3 months ago
• lucidrains / lion-pytorch
  🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
  ☆2,128Updated 5 months ago
• Lightning-Universe / lightning-bolts
  Toolbox of models, callbacks, and datasets for AI/ML researchers.
  ☆1,720Updated 3 weeks ago
• facebookresearch / vissl
  VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
  ☆3,280Updated last year
• AntixK / PyTorch-VAE
  A Collection of Variational Autoencoders (VAE) in PyTorch.
  ☆7,113Updated last month
• IgorSusmelj / pytorch-styleguide
  An unofficial styleguide and best practices summary for PyTorch
  ☆1,978Updated 3 years ago
• idiap / fast-transformers
  Pytorch library for fast transformer implementations
  ☆1,701Updated 2 years ago
• ashleve / lightning-hydra-template
  PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
  ☆4,623Updated 8 months ago
• ufoym / imbalanced-dataset-sampler
  A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
  ☆2,301Updated 3 weeks ago
• lucidrains / byol-pytorch
  Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
  ☆1,815Updated 9 months ago
• victoresque / pytorch-template
  PyTorch deep learning projects made easy.
  ☆4,917Updated 11 months ago
• HobbitLong / SupContrast
  PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
  ☆3,268Updated last year
• Stonesjtu / pytorch_memlab
  Profiling and inspecting memory in pytorch
  ☆1,056Updated 9 months ago
• rentruewang / koila
  Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.
  ☆1,822Updated 4 months ago
• facebookresearch / deit
  Official DeiT repository
  ☆4,190Updated last year
• NVIDIA / apex
  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
  ☆8,645Updated 3 weeks ago
• The-AI-Summer / self-attention-cv
  Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
  ☆1,204Updated 3 years ago
• KevinMusgrave / pytorch-metric-learning
  The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
  ☆6,130Updated 2 weeks ago