Lightning-AI / torchmetrics
Machine learning metrics for distributed, scalable PyTorch applications.
☆2,137Updated this week
Related projects ⓘ
Alternatives and complementary repositories for torchmetrics
- View model summaries in PyTorch!☆2,603Updated this week
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,695Updated 2 weeks ago
- Pytorch Lightning code guideline for conferences☆1,242Updated last year
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,867Updated 5 months ago
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,328Updated last month
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,014Updated 2 weeks ago
- Model interpretability and understanding for PyTorch☆4,935Updated this week
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,261Updated 8 months ago
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,029Updated last month
- Model summary in PyTorch similar to `model.summary()` in Keras☆4,020Updated 8 months ago
- torch-optimizer -- collection of optimizers for Pytorch☆3,043Updated 7 months ago
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,041Updated 5 months ago
- PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡☆4,271Updated 3 months ago
- PyTorch extensions for high performance and large scale training.☆3,195Updated last week
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,528Updated last week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆8,524Updated this week
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,770Updated 8 months ago
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,134Updated this week
- Profiling and inspecting memory in pytorch☆1,020Updated 3 months ago
- YACS -- Yet Another Configuration System☆1,278Updated 2 years ago
- A small package to create visualizations of PyTorch execution graphs☆3,231Updated 7 months ago
- Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)☆1,822Updated 3 months ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,437Updated this week
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,408Updated 3 months ago
- Official DeiT repository☆4,067Updated 8 months ago
- Standalone TFRecord reader/writer with PyTorch data loaders☆866Updated 3 months ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,005Updated last year
- TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.☆1,474Updated this week
- A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, I…☆1,392Updated last month
- Count the MACs / FLOPs of your PyTorch model.☆4,888Updated 4 months ago