https://github.com/DiffEqML/torchdyn

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
https://github.com/DiffEqML/torchdyn

control-theory deep-equilibrium-models deep-learning dynamical-systems implicit-models neural-differential-equations neural-network neural-ode numerical-methods pytorch

Last synced: 9 days ago
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A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

• Host: GitHub
• URL: https://github.com/DiffEqML/torchdyn
• Owner: DiffEqML
• License: apache-2.0
• Created: 2020-04-27T01:18:41.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2024-05-02T02:44:43.000Z (6 months ago)
• Last Synced: 2024-10-29T15:37:38.075Z (10 days ago)
• Topics: control-theory, deep-equilibrium-models, deep-learning, dynamical-systems, implicit-models, neural-differential-equations, neural-network, neural-ode, numerical-methods, pytorch
• Language: Jupyter Notebook
• Homepage: https://torchdyn.org
• Size: 33.3 MB
• Stars: 1,387
• Watchers: 27
• Forks: 128
• Open Issues: 39
• Metadata Files:
  • Readme: README.md
  • Contributing: docs/contributing.ipynb
  • License: LICENSE
  • Citation: CITATION.cff

Awesome Lists containing this project

• awesome-scientific-machine-learning - `code`
• awesome-sciml - DiffEqML/torchdyn: A PyTorch based library for all things neural differential equations and implicit neural models.