Updated 6 months ago
DiffEqFlux
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
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
Updated 6 months ago
torchlaplace
Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.
dde
deep-learning
deep-neural-networks
delay-differential-equations
differential-equations
dynamical-systems
forced-ode
ide
ilt
integro-differential-equations
inverse-laplace-transform
laplace-transform
neural-differential-equations
neural-network
ode
pytorch
riemann-sphere
stereographic-projection
stiff-ode