GitHub topics: controlled-differential-equations
patrick-kidger/torchcde
Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.
Language: Python - Size: 247 KB - Last synced at: 8 days ago - Pushed at: about 2 years ago - Stars: 445 - Forks: 47
patrick-kidger/NeuralCDE
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
Language: Python - Size: 615 KB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 649 - Forks: 71
sourav-roni/BCR-DE
Code for "Controlled Differential Equations on Long Sequences via Non-standard Wavelets" paper. ICML23
Language: Python - Size: 13.7 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 1
IDSIA/neuraldiffeq-fwp
Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (NeurIPS 2022)
Language: Python - Size: 140 KB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 22 - Forks: 4
patrick-kidger/FasterNeuralDiffEq
Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)
Language: Python - Size: 635 KB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 87 - Forks: 9
jambo6/neuralRDEs
Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)
Language: Jupyter Notebook - Size: 2.97 MB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 115 - Forks: 14
