
DiffEqFlux.jl
by SciML (organization)
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 (description from the project’s GitHub page)
Repository facts
- Stars
- 929
- Forks
- 162
- Open issues and pull requests
- 52
- Primary language
- Julia
- License
- MIT License (MIT)
- Owner
- SciML · Organization
- Created
- Dec 26, 2018
- Last push
- Oct 18, 2026
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
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