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SciML
DiffEqFlux.jl SciML
157
870
mit
31
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
pinn stiff-ode neural-dde neural-ode neural-pde neural-sde neural-sdes scientific-ai scientific-ml neural-networks differentialequations differential-equations neural-jump-diffusions physics-informed-learning scientific-machine-learning delay-differential-equations neural-differential-equations partial-differential-equations ordinary-differential-equations stochastic-differential-equations
Created 2018-12-26
1,919 commits to master branch, last one 2 days ago
samholt
NeuralLaplace samholt
11
71
mit
5
Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.
dde ide ilt ode pytorch stiff-ode forced-ode deep-learning neural-network riemann-sphere dynamical-systems laplace-transform deep-neural-networks differential-equations stereographic-projection inverse-laplace-transform delay-differential-equations neural-differential-equations integro-differential-equations
Created 2022-06-07
49 commits to main branch, last one 5 days ago