Lightning-AI / torchmetricsLinks
Machine learning metrics for distributed, scalable PyTorch applications.
☆2,398Updated last 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!☆2,896Updated last week
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,754Updated last week
- Pytorch Lightning code guideline for conferences☆1,287Updated 2 years ago
- torch-optimizer -- collection of optimizers for Pytorch☆3,162Updated last year
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,973Updated 7 months ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,989Updated last year
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,221Updated 2 weeks ago
- torchview: visualize pytorch models☆1,027Updated 8 months ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,370Updated this week
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,294Updated last year
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,246Updated this week
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,182Updated last year
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,543Updated this week
- PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡☆5,121Updated last year
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,959Updated last year
- Flexible Python configuration system. The last one you will ever need.☆2,331Updated 2 months ago
- PyTorch extensions for high performance and large scale training.☆3,397Updated 9 months ago
- YACS -- Yet Another Configuration System☆1,330Updated 3 years ago
- Profiling and inspecting memory in pytorch☆1,077Updated 4 months ago
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,472Updated 8 months ago
- A python library for self-supervised learning on images.☆3,667Updated last month
- Model interpretability and understanding for PyTorch☆5,544Updated last week
- Standalone TFRecord reader/writer with PyTorch data loaders☆900Updated 8 months ago
- A learning rate range test implementation in PyTorch☆997Updated 7 months ago
- Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.☆1,832Updated last week
- Python 3.8+ toolbox for submitting jobs to Slurm☆1,568Updated 2 weeks ago
- Tensors, for human consumption☆1,353Updated last week
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,726Updated this week
- ML Collections is a library of Python Collections designed for ML use cases.☆1,006Updated 2 months ago
- A small package to create visualizations of PyTorch execution graphs☆3,484Updated last year