Lightning-AI / torchmetricsLinks
Machine learning metrics for distributed, scalable PyTorch applications.
☆2,347Updated this week
Alternatives and similar repositories for torchmetrics
Users that are interested in torchmetrics are comparing it to the libraries listed below
Sorting:
- View model summaries in PyTorch!☆2,871Updated last week
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,745Updated 3 weeks ago
- Pytorch Lightning code guideline for conferences☆1,280Updated 2 years ago
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,228Updated last week
- torch-optimizer -- collection of optimizers for Pytorch☆3,146Updated last year
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,858Updated 4 months ago
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,189Updated 2 months ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,236Updated 2 months ago
- torchview: visualize pytorch models☆996Updated 5 months ago
- Model interpretability and understanding for PyTorch☆5,435Updated this week
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,292Updated last year
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,977Updated last year
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,168Updated 11 months ago
- PyTorch extensions for high performance and large scale training.☆3,384Updated 6 months ago
- A small package to create visualizations of PyTorch execution graphs☆3,439Updated 9 months ago
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,449Updated 5 months ago
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,925Updated last year
- Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.☆1,830Updated 3 weeks ago
- Profiling and inspecting memory in pytorch☆1,073Updated last month
- A learning rate range test implementation in PyTorch☆988Updated 4 months ago
- Flexible Python configuration system. The last one you will ever need.☆2,273Updated this week
- PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡☆4,947Updated last year
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,519Updated last week
- Model summary in PyTorch similar to `model.summary()` in Keras☆4,062Updated last year
- ML Collections is a library of Python Collections designed for ML use cases.☆989Updated 2 months ago
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,706Updated last week
- Tensors, for human consumption☆1,316Updated this week
- PyTorch extensions for fast R&D prototyping and Kaggle farming☆1,558Updated 2 weeks ago
- An unofficial styleguide and best practices summary for PyTorch☆1,999Updated 3 years ago
- YACS -- Yet Another Configuration System☆1,324Updated 3 years ago