jbramburger / DataDrivenDynSyst

Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems

Date Created 2022-03-09 (2 years ago)

Commits 142 (last one 3 months ago)

Stargazers 68 (0 this week)

Watchers 4 (0 this week)

Forks 10

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RepositoryStats indexes 534,551 repositories, of these jbramburger/DataDrivenDynSyst is ranked #352,146 (34th percentile) for total stargazers, and #354,805 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #8,588/14,929.

jbramburger/DataDrivenDynSyst is also tagged with popular topics, for these it's ranked: machine-learning (#5,381/7371), data-science (#1,502/1973), neural-network (#791/1029), forecasting (#131/174)

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sindy time-delay autoencoder forecasting autoencoders data-science poincare-map kernel-methods neural-network sindy-algorithm machine-learning stroboscopic-map conservation-laws dynamical-systems physics-informed-learning autoencoder-neural-network dynamic-mode-decomposition universal-approximation-theorem physics-informed-neural-networks extended-dynamic-mode-decomposition

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updated: 2024-06-28 @ 05:32am, id: 468058540 / R_kgDOG-YBrA