controlled-differential-equations topic

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

patrick-kidger

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

patrick-kidger

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

patrick-kidger

Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)

jambo6

Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (NeurIPS 2022)

IDSIA