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koopman-operators

Here are 4 public repositories matching this topic...

EthanJamesLew / AutoKoopman

AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.

deep-learning reachability dynamical-systems autoencoders system-identification sindy dynamic-mode-decomposition koopman koopman-operators data-driven-dynamics

Updated May 7, 2024
Python

EthanJamesLew / koopmania

a little library to help me with things involving Koopman operators

dynamical-systems kernel-methods dmd dynamic-mode-decomposition data-driven-model koopman koopman-operators

Updated Mar 3, 2022
Python

michaelnaps / kman

For research into the application of Koopman operators at Boston University.

modeling controls system-identification dynamic-mode-decomposition koopman-operators

Updated Dec 16, 2024
Python

asrvsn / trop

Transfer operator toolbox for numpy/torch.

nonlinear-dynamics system-identification koopman-operators

Updated Nov 25, 2020
Python

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