Reproducible Data Science environments for R with Nix

This repository contains implementations and illustrative code to accompany DeepMind publications

📚 Freely available programming books

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

Optax is a gradient processing and optimization library for JAX.

Hardware accelerated, batchable and differentiable optimizers in JAX.

Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/

solving, simulating, estimating separable matching models