Operator Learning Python Packages

kpca-deeponet

Nonlinear model reduction for operator learning

pinn-rk

Runge–Kutta Physics-Informed Neural Networks with time-discrete losses (Gauss/Radau/Lobatto) in PyTorch.

separable-operator-networks

Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.

paddlesci

PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.

gfn-layer

Graph Feedforward Network (GFN) - a novel neural network layer for resolution-invariant machine learning