Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Stable Diffusion with Core ML on Apple Silicon

Memray is a memory profiler for Python

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

🚴 Call stack profiler for Python. Shows you why your code is slow!

ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

A Python toolbox for performing gradient-free optimization

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

Hardware accelerated, batchable and differentiable optimizers in JAX.

Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation

State Space Models library in JAX

Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

Extending JAX with custom C++ and CUDA code

Open Python 3 API for making your own Smash Bros: Melee AI that works with Slippi Online

deploy ML Infrastructure and MLOps tooling anywhere quickly and with best practices with a single command