Patrick Kidger

icon indicating a website link https://kidger.site

icon company Cradle.bio icon location Zürich icon location Building a JAX ecosystem: Equinox, Diffrax, Lineax, etc. ---- SciML, numerics, neural ODEs ---- Solo traveller, martial artist, scuba diver!

Results 19 repositories owned by Patrick Kidger

FasterNeuralDiffEq

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

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Deep-Signature-Transforms

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Code for "Deep Signature Transforms" (NeurIPS 2019)

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sympytorch

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Turning SymPy expressions into PyTorch modules.

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generalised_shapelets

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Code for "Generalised Interpretable Shapelets for Irregular Time Series"

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PatModules.jl

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A better import/module system for Julia.

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lineax

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

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optimistix

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

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quax

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Multiple dispatch over abstract array types in JAX.

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typst_pyimage

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

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