google / flax
Flax is a neural network library for JAX that is designed for flexibility.
☆6,421Updated this week
Alternatives and similar repositories for flax:
Users that are interested in flax are comparing it to the libraries listed below
- JAX-based neural network library☆2,990Updated last week
- Optax is a gradient processing and optimization library for JAX.☆1,828Updated last week
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆31,662Updated this week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆8,796Updated last month
- PyTorch extensions for high performance and large scale training.☆3,278Updated 2 months ago
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,263Updated this week
- JAX - A curated list of resources https://github.com/google/jax☆1,731Updated 3 weeks ago
- A Graph Neural Network Library in Jax☆1,413Updated last year
- Development repository for the Triton language and compiler☆14,931Updated this week
- Efficiently computes derivatives of NumPy code.☆7,193Updated this week
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆3,027Updated this week
- A hyperparameter optimization framework☆11,583Updated this week
- functorch is JAX-like composable function transforms for PyTorch.☆1,414Updated this week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆8,497Updated this week
- Fast and Easy Infinite Neural Networks in Python☆2,323Updated last year
- Enabling PyTorch on XLA Devices (e.g. Google TPU)☆2,547Updated this week
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,409Updated this week
- Deep universal probabilistic programming with Python and PyTorch☆8,693Updated last week
- Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/☆1,345Updated this week
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,420Updated 7 months ago
- Gin provides a lightweight configuration framework for Python☆2,088Updated 3 months ago
- ☆832Updated this week
- ML Collections is a library of Python Collections designed for ML use cases.☆928Updated last month
- A scikit-learn compatible neural network library that wraps PyTorch☆5,986Updated last week
- A library of reinforcement learning components and agents☆3,618Updated 2 months ago
- NumPy & SciPy for GPU☆9,996Updated this week
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,591Updated last week
- A platform for managing machine learning experiments☆840Updated this week
- Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.☆29,129Updated this week
- Mesh TensorFlow: Model Parallelism Made Easier☆1,602Updated last year