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
GitHub repository with 919 stars and 161 forks.
Language: Julia
Topics: neural-ode, neural-sde, neural-pde, neural-dde, neural-differential-equations, stiff-ode, ordinary-differential-equations, stochastic-differential-equations, delay-differential-equations, partial-differential-equations