Alternatives and similar repositories for torchinfo

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

• Lightning-AI / torchmetrics
  Machine learning metrics for distributed, scalable PyTorch applications.
  ☆2,392Updated this week
• mert-kurttutan / torchview
  torchview: visualize pytorch models
  ☆1,019Updated 7 months ago
• szagoruyko / pytorchviz
  A small package to create visualizations of PyTorch execution graphs
  ☆3,482Updated last year
• sksq96 / pytorch-summary
  Model summary in PyTorch similar to `model.summary()` in Keras
  ☆4,066Updated last year
• facebookresearch / fvcore
  Collection of common code that's shared among different research projects in FAIR computer vision team.
  ☆2,213Updated 4 months ago
• jettify / pytorch-optimizer
  torch-optimizer -- collection of optimizers for Pytorch
  ☆3,159Updated last year
• arogozhnikov / einops
  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
  ☆9,347Updated last week
• Lightning-AI / deep-learning-project-template
  Pytorch Lightning code guideline for conferences
  ☆1,284Updated 2 years ago
• meta-pytorch / captum
  Model interpretability and understanding for PyTorch
  ☆5,517Updated last week
• Lightning-Universe / lightning-bolts
  Toolbox of models, callbacks, and datasets for AI/ML researchers.
  ☆1,754Updated last week
• Lyken17 / pytorch-OpCounter
  Count the MACs / FLOPs of your PyTorch model.
  ☆5,074Updated last year
• libffcv / ffcv
  FFCV: Fast Forward Computer Vision (and other ML workloads!)
  ☆2,987Updated last year
• Stonesjtu / pytorch_memlab
  Profiling and inspecting memory in pytorch
  ☆1,076Updated 4 months ago
• lucidrains / lion-pytorch
  🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
  ☆2,183Updated last year
• davda54 / sam
  SAM: Sharpness-Aware Minimization (PyTorch)
  ☆1,955Updated last year
• davidtvs / pytorch-lr-finder
  A learning rate range test implementation in PyTorch
  ☆995Updated 6 months ago
• IgorSusmelj / pytorch-styleguide
  An unofficial styleguide and best practices summary for PyTorch
  ☆2,004Updated 4 years ago
• sovrasov / flops-counter.pytorch
  Flops counter for neural networks in pytorch framework
  ☆2,962Updated 4 months ago
• rentruewang / koila
  Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.
  ☆1,833Updated 2 months ago
• waleedka / hiddenlayer
  Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
  ☆1,859Updated last year
• ashleve / lightning-hydra-template
  PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
  ☆5,096Updated last year
• tomgoldstein / loss-landscape
  Code for visualizing the loss landscape of neural nets
  ☆3,130Updated 3 years ago
• webdataset / webdataset
  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
  ☆2,950Updated 6 months ago
• rbgirshick / yacs
  YACS -- Yet Another Configuration System
  ☆1,330Updated 3 years ago
• NVIDIA / apex
  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
  ☆8,890Updated 3 weeks ago
• facebookresearch / ConvNeXt
  Code release for ConvNeXt model
  ☆6,261Updated 3 years ago
• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,393Updated 8 months ago
• idiap / fast-transformers
  Pytorch library for fast transformer implementations
  ☆1,757Updated 2 years ago
• ufoym / imbalanced-dataset-sampler
  A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
  ☆2,326Updated last week
• xwying / torchshow
  Visualize PyTorch tensors with a single line of code.
  ☆703Updated 4 months ago