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Projects in Awesome Lists by patrick-kidger

A curated list of projects in awesome lists by patrick-kidger .

https://github.com/patrick-kidger/equinox

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

deep-learning equinox jax neural-networks

Last synced: 01 Aug 2024

https://github.com/patrick-kidger/torchtyping

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

named-tensors python-typing pytorch shape tensors typing

Last synced: 31 Jul 2024

https://github.com/patrick-kidger/diffrax?ref=zzun.app

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

deep-learning differential-equations dynamical-systems equinox jax machine-learning neural-differential-equations neural-networks

Last synced: 02 Aug 2024

https://github.com/patrick-kidger/diffrax

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

deep-learning differential-equations dynamical-systems equinox jax machine-learning neural-differential-equations neural-networks

Last synced: 01 Aug 2024

https://github.com/patrick-kidger/jaxtyping

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

jax python-typing typing

Last synced: 31 Jul 2024

https://github.com/patrick-kidger/torchcde

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

controlled-differential-equations deep-learning deep-neural-networks differential-equations dynamical-systems machine-learning neural-differential-equations neural-networks pytorch time-series

Last synced: 02 Aug 2024

https://github.com/patrick-kidger/lineax

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

equinox jax linear-algebra

Last synced: 01 Aug 2024

https://github.com/patrick-kidger/mkposters

Make posters from Markdown files.

markdown material-design poster template theme

Last synced: 05 Aug 2024

https://github.com/patrick-kidger/sympy2jax

Turn SymPy expressions into trainable JAX expressions.

jax sympy

Last synced: 31 Jul 2024

https://github.com/patrick-kidger/optimistix

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

deep-learning equinox jax neural-networks optimisation optimization

Last synced: 01 Aug 2024

https://github.com/patrick-kidger/sympytorch

Turning SymPy expressions into PyTorch modules.

pytorch sympy

Last synced: 05 Aug 2024