TylerYep / torchinfo
View model summaries in PyTorch!
☆2,662Updated this week
Alternatives and similar repositories for torchinfo:
Users that are interested in torchinfo are comparing it to the libraries listed below
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,177Updated this week
- Model summary in PyTorch similar to `model.summary()` in Keras☆4,026Updated 10 months ago
- A small package to create visualizations of PyTorch execution graphs☆3,271Updated 2 weeks ago
- torch-optimizer -- collection of optimizers for Pytorch☆3,067Updated 9 months ago
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,057Updated last month
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆8,655Updated last week
- PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡☆4,392Updated 5 months ago
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,502Updated last month
- Count the MACs / FLOPs of your PyTorch model.☆4,940Updated 6 months ago
- torchview: visualize pytorch models☆857Updated 2 months ago
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,807Updated 10 months ago
- Model interpretability and understanding for PyTorch☆5,033Updated this week
- Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.☆1,823Updated 3 weeks ago
- Flops counter for convolutional networks in pytorch framework☆2,848Updated 3 months ago
- Pytorch library for fast transformer implementations☆1,665Updated last year
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,264Updated 10 months ago
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,704Updated last week
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,880Updated 7 months ago
- Profiling and inspecting memory in pytorch☆1,038Updated 5 months ago
- A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.☆2,282Updated last week
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,066Updated last month
- Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, I…☆10,976Updated last month
- YACS -- Yet Another Configuration System☆1,293Updated 2 years ago
- Pytorch Lightning code guideline for conferences☆1,245Updated last year
- A Collection of Variational Autoencoders (VAE) in PyTorch.☆6,853Updated 7 months ago
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆4,985Updated last week
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,172Updated last year
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆4,855Updated 3 weeks ago
- Code release for ConvNeXt model☆5,845Updated 2 years ago
- Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)☆1,978Updated 2 years ago