8 results found Sort:

PyDMD
PyDMD PyDMD
321
977
mit
34
Python Dynamic Mode Decomposition
dmd cdmd fbdmd hodmd mrdmd python numfocus data-driven dynamic-mode-decomposition
Created 2017-06-12
1,421 commits to master branch, last one about a month ago
FlowModelingControl
flowtorch FlowModelingControl
48
150
gpl-3.0
7
flowTorch - a Python library for analysis and reduced-order modeling of fluid flows
cnm csv dmd pod tau hdf5 ipsp davis netcdf jupyter pytorch openfoam machine-learning dynamic-mode-decomposition proper-orthogonal-decomposition
Created 2020-06-24
254 commits to main branch, last one 9 months ago
erichson
ristretto erichson
26
115
gpl-3.0
8
Randomized Dimension Reduction Library
pca svd python lu-decomposition dimension-reduction matrix-approximation randomized-algorithm dynamic-mode-decomposition principal-component-analysis singular-value-decomposition nonnegative-matrix-factorization
Created 2017-05-18
183 commits to master branch, last one 4 years ago
PGelss
scikit_tt PGelss
23
110
lgpl-3.0
6
Tensor Train Toolbox
als dmrg mals mandy scikit tensor data-driven tensor-train tensor-network dynamical-systems quantum-simulation slim-decomposition tensor-decomposition dynamic-mode-decomposition extended-dynamic-mode-decomposition
Created 2018-11-23
815 commits to master branch, last one about a month ago
jbramburger
DataDrivenDynSyst jbramburger
18
109
mit
6
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
168 commits to main branch, last one about a month ago
belson17
modred belson17
38
78
bsd-2-clause
7
Modred main repository
koopman model-reduction dynamical-systems dynamic-mode-decomposition proper-orthogonal-decomposition
Created 2014-09-04
727 commits to master branch, last one 3 years ago
EthanJamesLew
AutoKoopman EthanJamesLew
9
72
gpl-3.0
4
AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.
sindy koopman autoencoders reachability deep-learning dynamical-systems koopman-operators data-driven-dynamics system-identification dynamic-mode-decomposition
Created 2022-02-20
228 commits to main branch, last one 11 months ago
jbramburger
Data-Science-Methods jbramburger
11
51
mit
2
This repository contains lecture notes and codes for the course "Computational Methods for Data Science"
matlab education spectrogram data-analysis lecture-notes fourier-series image-denoising delay-coordinates time-frequency-analysis dynamic-mode-decomposition linear-discriminant-analysis principal-component-analysis singular-value-decomposition independent-component-analysis
Created 2021-03-18
12 commits to main branch, last one 4 years ago