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 3 months ago)

Stargazers 77 (0 this week)

Watchers 5 (0 this week)

Forks 11

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RepositoryStats indexes 579,555 repositories, of these jbramburger/DataDrivenDynSyst is ranked #344,088 (41st percentile) for total stargazers, and #331,043 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #8,567/16,901.

jbramburger/DataDrivenDynSyst is also tagged with popular topics, for these it's ranked: machine-learning (#5,370/7877), data-science (#1,494/2096), neural-network (#782/1086), forecasting (#127/189)

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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: 2024-10-20 @ 08:14am, id: 468058540 / R_kgDOG-YBrA