Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
☆28,807Updated last week
Alternatives and similar repositories for pytorch-lightning:
Users that are interested in pytorch-lightning are comparing it to the libraries listed below
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆8,655Updated this week
- Datasets, Transforms and Models specific to Computer Vision☆16,468Updated this week
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,502Updated last month
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆30,985Updated this week
- Visualizer for neural network, deep learning and machine learning models☆29,114Updated this week
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,569Updated last week
- State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enter…☆13,831Updated 5 months ago
- 🐍 Geometric Computer Vision Library for Spatial AI☆10,143Updated this week
- An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model c…☆14,098Updated 6 months ago
- Tensors and Dynamic neural networks in Python with strong GPU acceleration☆85,920Updated this week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆8,178Updated this week
- PyTorch tutorials.☆8,346Updated this week
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆32,920Updated this week
- 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.☆137,641Updated this week
- tensorboard for pytorch (and chainer, mxnet, numpy, ...)☆7,898Updated this week
- PyTorch Tutorial for Deep Learning Researchers☆30,589Updated last year
- 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools☆19,461Updated this week
- Graph Neural Network Library for PyTorch☆21,751Updated this week
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆14,487Updated this week
- Ongoing research training transformer models at scale☆11,109Updated this week
- A scikit-learn compatible neural network library that wraps PyTorch☆5,939Updated last week
- A hyperparameter optimization framework☆11,236Updated this week
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.☆22,626Updated 2 months ago
- Accelerated deep learning R&D☆3,317Updated 9 months ago
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆15,593Updated 11 months ago
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆21,481Updated last week
- End-to-End Object Detection with Transformers☆13,881Updated 10 months ago
- The fastai deep learning library☆26,505Updated last month
- Flax is a neural network library for JAX that is designed for flexibility.☆6,272Updated this week
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆11,633Updated last week