Discover patrick-kidger/py2annotate Open Source project

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Python
License
Apache License 2.0
Created over 5 years ago
Updated about 5 years ago

patrick-kidger

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An extension to Sphinx autodoc to augment Sphinx documentation with type annotations, when using Python 2 style type annotations.

equinox

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

Python

2,029

torchtyping

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

Python

1,380

diffrax

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

Python

1,369

jaxtyping

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

Python

1,117

NeuralCDE

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

Python

610

torchcde

Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.

Python

411

lineax

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

Python

344

mkposters

Make posters from Markdown files.

Python

324

sympy2jax

Turn SymPy expressions into trainable JAX expressions.

Python

313

optimistix

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

Python

299

signatory

Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)

C++

258

torchcubicspline

Interpolating natural cubic splines. Includes batching, GPU support, support for missing values, evaluating derivatives of the spline, and backpropagation.

Python

214

sympytorch

Turning SymPy expressions into PyTorch modules.

Python

139

quax

Multiple dispatch over abstract array types in JAX.

Python

100

Deep-Signature-Transforms

Code for "Deep Signature Transforms" (NeurIPS 2019)

Jupyter Notebook

FasterNeuralDiffEq

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

Python

typst_pyimage

Typst extension, adding support for generating figures using inline Python code

Python

generalised_shapelets

Code for "Generalised Interpretable Shapelets for Irregular Time Series"

Jupyter Notebook

PatModules.jl

A better import/module system for Julia.

Julia

exvoker

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

Rust

action_update_python_project

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

pytkdocs_tweaks

Some custom tweaks to the results produced by pytkdocs.

Python

Learning-Interpolation

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

Jupyter Notebook

matching

Round robin matching algorithm.

Python

candle

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

Python

tools

Helpful abstract tools (functions, classes, ... ) for coding in Python.

Python

pdfscraper

Saves a webpage and all linked pdfs.

Python

ktools

Tools for working with Keras.

Python

loccounter

Counts lines of Python code.

Python

Dissertation

Master's Dissertation: Polynomial Approximation of Holomorphic Functions

adventuregame

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

Python

MPE-CDT-Project

A simple machine learning project for weather observations.

Jupyter Notebook

tfext

Some extra stuff for using with TensorFlow.

Python

mkdocs_include_exclude_files

Modify which files MkDocs includes or excludes.

Python

patrick-kidger

rl-test

Python

patrick-kidger/py2annotate

patrick-kidger

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