https://github.com/sciml/diffeqflux.jl
Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
https://github.com/sciml/diffeqflux.jl
delay-differential-equations differential-equations differentialequations neural-dde neural-differential-equations neural-jump-diffusions neural-networks neural-ode neural-pde neural-sde neural-sdes ordinary-differential-equations partial-differential-equations physics-informed-learning pinn scientific-ai scientific-machine-learning scientific-ml stiff-ode stochastic-differential-equations
Last synced: about 1 month ago
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Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
- Host: GitHub
- URL: https://github.com/sciml/diffeqflux.jl
- Owner: SciML
- License: mit
- Created: 2018-12-26T15:09:29.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2025-08-18T08:45:44.000Z (about 2 months ago)
- Last Synced: 2025-08-30T06:29:43.146Z (about 1 month ago)
- Topics: delay-differential-equations, differential-equations, differentialequations, neural-dde, neural-differential-equations, neural-jump-diffusions, neural-networks, neural-ode, neural-pde, neural-sde, neural-sdes, ordinary-differential-equations, partial-differential-equations, physics-informed-learning, pinn, scientific-ai, scientific-machine-learning, scientific-ml, stiff-ode, stochastic-differential-equations
- Language: Julia
- Homepage: https://docs.sciml.ai/DiffEqFlux/stable
- Size: 189 MB
- Stars: 892
- Watchers: 29
- Forks: 160
- Open Issues: 45
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Metadata Files:
- Readme: README.md
- License: LICENSE
- Citation: CITATION.bib