jbramburger / DataDrivenDynSyst

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

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

Commits 144 (last one 4 months ago)

Stargazers 94 (0 this week)

Watchers 6 (0 this week)

Forks 14

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RepositoryStats indexes 598,732 repositories, of these jbramburger/DataDrivenDynSyst is ranked #308,033 (49th percentile) for total stargazers, and #301,445 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #7,586/17,660.

jbramburger/DataDrivenDynSyst is also tagged with popular topics, for these it's ranked: machine-learning (#4,943/8091), data-science (#1,397/2147), neural-network (#725/1111), forecasting (#113/190)

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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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144 commits on the default branch (main) since jan '22

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updated: 2024-12-25 @ 02:03am, id: 468058540 / R_kgDOG-YBrA