Home

This repo implements the EDMD algorithm, EDMDDL algorithm and learning parametric Koopman decomposition.

Get Started¶

You can refer to Set up the environment to set up the environment, and then refer to Quick Start to start with a simple example.

Class References¶

• Dictionary: Dictionary, TrainableDictionary, RBFDictionary.
• Koopman Operator: Koopman, ParamKoopman.
• Solver: EDMDSolver, EDMDDLSolver, ParamKoopmanDLSolver.
• ODEs: AbstractODE, DuffingOscillator, VanDerPolOscillator.
• Flow Map: FlowMap, ForwardEuler.
• Data Management: ODEDataSet, ParamODEDataSet.
• Neural Network: FullConnBaseNet, FullConnNet, FullConnResNet.