facebookresearch / recipes
Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research techniques without significant engineering overhead.Specifically, recipes aims to provide- Consistent access to pre-trained SOTA models ready for production- Reference implementations for SOTA research reprodu…
☆301Updated this week
Alternatives and similar repositories for recipes:
Users that are interested in recipes are comparing it to the libraries listed below
- A library to inspect and extract intermediate layers of PyTorch models.☆470Updated 2 years ago
- Named tensors with first-class dimensions for PyTorch☆322Updated last year
- Library for 8-bit optimizers and quantization routines.☆717Updated 2 years ago
- A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…☆224Updated last month
- Configuration classes enabling type-safe PyTorch configuration for Hydra apps☆209Updated 2 years ago
- Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory☆432Updated 4 months ago
- The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX☆413Updated 9 months ago
- Pytorch Lightning Distributed Accelerators using Ray☆211Updated last year
- ☆340Updated this week
- FasterAI: Prune and Distill your models with FastAI and PyTorch☆246Updated last month
- Drift Detection for your PyTorch Models☆312Updated 2 years ago
- Memory mapped numpy arrays of varying shapes☆291Updated 6 months ago
- TensorDict is a pytorch dedicated tensor container.☆862Updated this week
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆336Updated last week
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated 8 months ago
- Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.☆294Updated last week
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆250Updated 2 years ago
- MinT: Minimal Transformer Library and Tutorials☆251Updated 2 years ago
- functorch is JAX-like composable function transforms for PyTorch.☆1,403Updated this week
- For optimization algorithm research and development.☆484Updated this week
- DiffQ performs differentiable quantization using pseudo quantization noise. It can automatically tune the number of bits used per weight …☆235Updated last year
- ML Collections is a library of Python Collections designed for ML use cases.☆908Updated last month
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆473Updated 2 years ago
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,160Updated this week
- An alternative to convolution in neural networks☆254Updated 9 months ago
- [Prototype] Tools for the concurrent manipulation of variably sized Tensors.☆253Updated 2 years ago
- PIX is an image processing library in JAX, for JAX.☆397Updated last month
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,412Updated 5 months ago