Lightning-AI / torchmetrics
Machine learning metrics for distributed, scalable PyTorch applications.
☆2,228Updated this week
Alternatives and similar repositories for torchmetrics:
Users that are interested in torchmetrics are comparing it to the libraries listed below
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,717Updated 2 weeks ago
- View model summaries in PyTorch!☆2,726Updated this week
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,502Updated last month
- PyTorch extensions for high performance and large scale training.☆3,278Updated 2 months ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,274Updated last year
- torch-optimizer -- collection of optimizers for Pytorch☆3,092Updated 11 months ago
- Pytorch Lightning code guideline for conferences☆1,258Updated last year
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆8,796Updated last month
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,103Updated 3 months ago
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,846Updated last year
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,093Updated 3 months ago
- Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.☆1,823Updated 2 months ago
- Flexible Python configuration system. The last one you will ever need.☆2,084Updated 2 months ago
- Model interpretability and understanding for PyTorch☆5,126Updated last week
- YACS -- Yet Another Configuration System☆1,302Updated 2 years ago
- Profiling and inspecting memory in pytorch☆1,049Updated 7 months ago
- Pytorch library for fast transformer implementations☆1,686Updated last year
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,420Updated 7 months ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,470Updated last month
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,902Updated 9 months ago
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,177Updated this week
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,219Updated last year
- A learning rate range test implementation in PyTorch☆949Updated 3 months ago
- A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆25 knowledge distillation methods p…☆1,467Updated last week
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆5,149Updated this week
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,104Updated 3 months ago
- torchview: visualize pytorch models☆892Updated last week
- PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡☆4,510Updated 7 months ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,235Updated last year
- Model summary in PyTorch similar to `model.summary()` in Keras☆4,033Updated last year