The Python programming language

You like pytorch? You like micrograd? You love tinygrad! ❤️

100 numpy exercises (with solutions)

Build better UIs faster.

Simple, elegant, Pythonic functional programming.

serialize all of Python

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/

Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/

The blessed GitHub Action, for publishing your 📦 distribution files to PyPI: https://github.com/marketplace/actions/pypi-publish

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

Scikit-Learn API wrapper for Keras.

A Pytree Module system for Deep Learning in JAX

Repo for more advanced examples

Artificial Neural Networks / Python

Multiple dispatch over abstract array types in JAX.

Randomize Self Organizing map

Dynamic Self-Organized maps