Main module (dmdlab.dmd) ======================== The dynamic mode decomposition is a regression technique for discovering the global dynamical operator describing a state space dynamical system from measurement data. The discovered operator is decomposed into the dominant spatiotemporal coherent structures stored as eigenvalues and DMD modes. .. automodule:: dmdlab.dmd DMD --- Dynamic mode decomposition. .. autofunction:: dmdlab.dmd.DMD.__init__ .. autoclass:: dmdlab.dmd.DMD :members: DMDc ---- Dynamic mode decomposition with control. .. autofunction:: dmdlab.dmd.DMDc.__init__ .. autoclass:: dmdlab.dmd.DMDc :members: BiDMD ----- Bilinear dynamic mode decomposition. .. autofunction:: dmdlab.dmd.biDMD.__init__ .. autoclass:: dmdlab.dmd.biDMD :members: BiDMDc ------ Bilinear dynamic mode decomposition with control. .. autofunction:: dmdlab.dmd.biDMDc.__init__ .. autoclass:: dmdlab.dmd.biDMDc :members: Data processing utilities (dmdlab.process) ========================================== .. automodule:: dmdlab.process :members: Plotting utilities (dmdlab.plot) ================================ .. automodule:: dmdlab.plot :members: