patrick-kidger Goto Github PK

action_update_python_project

Github Action to: Check version / Test / git tag / GitHub Release / Deploy to PyPI

adabound

Keras implementation of AdaBound

adventuregame

The very start of a game I was toying with before I got distracted by the PhD...

beartype

Unbearably fast near-real-time runtime type-checking in pure Python.

candle

Simple PyTorch helpers. (I think we've probably all written one of these for ourselves!)

cpython

The Python programming language

deep-signature-transforms

Code for "Deep Signature Transforms" (NeurIPS 2019)

diffrax

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

dissertation

Master's Dissertation: Polynomial Approximation of Holomorphic Functions

equinox

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

eqxvision

A Python package for computer vision models in the Equinox ecosystem.

exvoker

A CLI tool. Extract regexes from stdout (e.g. URLs) and invoke commands on them (e.g. open the webpage).

fasterneuraldiffeq

Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)

fromfile.jl

generalised_shapelets

Code for "Generalised Interpretable Shapelets for Irregular Time Series"

haliax

Named Tensors for Legible Deep Learning in JAX

jax

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

jaxfluids

Differentiable Fluid Dynamics Package

jaxtyping

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

ktools

Tools for working with Keras.

learning-interpolation

Applying machine learning to help numerically solve the Camassa-Holm equation.

levanter

Legibile, Scalable, Reproducible Foundation Models with Named Tensors and Jax

lineax

Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax

loccounter

Counts lines of Python code.

matching

Round robin matching algorithm.

mkdocs_include_exclude_files

Modify which files MkDocs includes or excludes.

mkposters

Make posters from Markdown files.

mpe-cdt-project

A simple machine learning project for weather observations.

neuralcde

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

optimistix

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