arogozhnikov / einops
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
☆8,524Updated this week
Related projects ⓘ
Alternatives and complementary repositories for einops
- Flax is a neural network library for JAX that is designed for flexibility.☆6,142Updated this week
- Model interpretability and understanding for PyTorch☆4,935Updated this week
- torch-optimizer -- collection of optimizers for Pytorch☆3,043Updated 7 months ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,867Updated 5 months ago
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆4,793Updated this week
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,415Updated 2 weeks ago
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆7,958Updated this week
- ☆10,467Updated 5 months ago
- View model summaries in PyTorch!☆2,603Updated this week
- A small package to create visualizations of PyTorch execution graphs☆3,231Updated 7 months ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,014Updated 2 weeks ago
- Geometric Computer Vision Library for Spatial AI☆9,978Updated 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
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,137Updated this week
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,528Updated last week
- JAX-based neural network library☆2,909Updated last week
- Code release for ConvNeXt model☆5,774Updated last year
- Model summary in PyTorch similar to `model.summary()` in Keras☆4,020Updated 8 months ago
- tensorboard for pytorch (and chainer, mxnet, numpy, ...)☆7,871Updated this week
- A scikit-learn compatible neural network library that wraps PyTorch☆5,884Updated 2 weeks ago
- PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡☆4,271Updated 3 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
- End-to-End Object Detection with Transformers☆13,626Updated 8 months ago
- Scenic: A Jax Library for Computer Vision Research and Beyond☆3,334Updated last month
- A hyperparameter optimization framework☆10,939Updated this week
- PyTorch extensions for high performance and large scale training.☆3,195Updated last week
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆32,290Updated this week
- Official DeiT repository☆4,067Updated 8 months ago
- Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.☆28,423Updated this week
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,106Updated last year