Koopman Operator and Dynamic Mode Decomposition for Dynamical Systems

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Documentation for package ‘koopman.dmd’ version 0.2.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

koopman.dmd-package	koopman.dmd: Koopman Operator and Dynamic Mode Decomposition for Dynamical Systems
classify_phase_space	Classify phase space points by HTA magnitude
dmd	Dynamic Mode Decomposition
dmdc	Dynamic Mode Decomposition with Control (DMDc)
dmdc_spectrum	DMDc spectrum analysis
dmdc_stability	DMDc stability analysis
dmd_dominant_modes	DMD dominant modes
dmd_error	DMD reconstruction error
dmd_reconstruct	Reconstruct data from DMD modes
dmd_residual	DMD residual analysis
dmd_spectrum	DMD spectrum analysis
dmd_stability	DMD stability analysis
extended_standard_map	Extended standard map (3D)
froeschle_map	Froeschle map (4D coupled standard maps)
generate_trajectory	Generate a trajectory from a built-in map
gla	Generalized Laplace Analysis
gla_reconstruct	Reconstruct from GLA
hankel_dmd	Hankel-DMD (Time-Delay Embedding DMD)
hankel_reconstruct	Reconstruct from Hankel-DMD
harmonic_time_average	Harmonic Time Average
henon_map	Henon map (2D dissipative)
hta_convergence	HTA convergence analysis
koopman.dmd	koopman.dmd: Koopman Operator and Dynamic Mode Decomposition for Dynamical Systems
logistic_map	Logistic map (1D)
mesochronic_compute	Mesochronic harmonic plot computation
predict.dmd	Predict from DMD model
predict.dmdc	Predict from a DMDc model
predict.gla	Predict from GLA
predict.hankel_dmd	Predict from Hankel-DMD
standard_map	Standard map (Chirikov)