Learning Parametric Koopman Documentation
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Learning Parametric Koopman Documentation
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User Guide
User Guide
Set up the Environment
Quick Start
Mathematics
Mathematics
Parametric Koopman
EDMD Algorithm
Optimal Control
Examples
Examples
Duffing Equation
Van der Pol Mathieu
Korteweg-De Vries
Class References
Class References
Dictionary
Dictionary
Class Dictionary
Class TrainableDictionary
Class RBFDictionary
Koopman Operator
Koopman Operator
Class Koopman
Class ParamKoopman
Solver
Solver
Class EDMDSolver
Class EDMDDLSolver
Class ParamKoopmanDLSolver
ODEs
ODEs
Class AbstractODE
Class DuffingOscillator
Class VanDerPolOscillator
Flow Map
Flow Map
Class FlowMap
Class ForwardEuler
Data Management
Data Management
Class ODEDataSet
Class ParamODEDataSet
Neural Network
Neural Network
Class FullConnBaseNet
Class FullConnNet
Class FullConnResNet
SolverWrapper
SolverWrapper
Class SolverWrapper
Class EDMDRBFSolverWrapper
Class EDMDDLSolverWrapper
Class ParamKoopmanDLSolverWrapper
Optimal Control Solver
Optimal Control Solver
Class KoopmanMPCSolver
Factory
Factory
Class Factory
Quick Start
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