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jbramburger
DataDrivenDynSyst jbramburger
11
77
mit
5
Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems
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
Created 2022-03-09
144 commits to main branch, last one 3 months ago
dynamicslab
modified-SINDy dynamicslab
20
51
mit
8
Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data
sindy sindy-algorithm noise-robustness noise-distributions lotka-volterra-equations
Created 2020-09-20
35 commits to master branch, last one 2 years ago