Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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/
Last synced: 31 Jul 2024
https://github.com/patrick-kidger/NeuralCDE
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
controlled-differential-equations deep-learning deep-neural-networks differential-equations dynamical-systems machine-learning neural-differential-equations neural-networks pytorch rough-paths time-series
Last synced: 01 Aug 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
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.
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.
Last synced: 05 Aug 2024