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Learning Parametric Koopman Documentation

Class EDMDSolver

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Learning Parametric Koopman Documentation

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- EDMD Algorithm
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  - Class Koopman
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  - Class EDMDSolver Class EDMDSolver
    Table of contents
    
    Attributes
    
    Methods
  - Class EDMDDLSolver
  - Class ParamKoopmanDLSolver
- ODEs
  ODEs
- Flow Map
  Flow Map
  - Class FlowMap
  - Class ForwardEuler
- Data Management
  Data Management
  - Class ODEDataSet
  - Class ParamODEDataSet
- Neural Network
  Neural Network
- SolverWrapper
  SolverWrapper
- Optimal Control Solver
  Optimal Control Solver
  - Class KoopmanMPCSolver
- Factory
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  - Class Factory

Table of contents

Attributes
Methods

Class EDMDSolver

The class EDMDSolver implements the EDMD algorithm.

Attributes¶

_dictionary (Dictionary): A dictionary of basis functions.

Methods¶

__init__(self, dictionary)
solve(self, dataset): Applies the EDMD algorithm to solve the system,
- dataset (ODEDataSet): The dataset to solve.
- Returns (Koopman): The Koopman operator corresponding to the dictionary.

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