controlled-differential-equations

There are 6 repositories under controlled-differential-equations topic.

  • patrick-kidger/NeuralCDE

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

    Language:Python63320970

  • patrick-kidger/torchcde

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

    Language:Python423144044

  • jambo6/neuralRDEs

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

    Language:Jupyter Notebook1154214

  • patrick-kidger/FasterNeuralDiffEq

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

    Language:Python867110

  • IDSIA/neuraldiffeq-fwp

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

    Language:Python18404

  • sourav-roni/BCR-DE

    Code for "Controlled Differential Equations on Long Sequences via Non-standard Wavelets" paper. ICML23

    Language:Jupyter Notebook3100