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

Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.
https://github.com/patrick-kidger/torchcde

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

Last synced: about 2 months ago
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Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.

• Host: GitHub
• URL: https://github.com/patrick-kidger/torchcde
• Owner: patrick-kidger
• License: apache-2.0
• Created: 2020-05-08T00:45:40.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2023-07-31T19:51:43.000Z (about 1 year ago)
• Last Synced: 2024-07-19T13:47:49.338Z (2 months ago)
• Topics: controlled-differential-equations, deep-learning, deep-neural-networks, differential-equations, dynamical-systems, machine-learning, neural-differential-equations, neural-networks, pytorch, time-series
• Language: Python
• Homepage:
• Size: 247 KB
• Stars: 406
• Watchers: 14
• Forks: 44
• Open Issues: 11
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE

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