6 results found Sort:

Koopman-Laboratory
KoopmanLab Koopman-Laboratory
18
237
gpl-3.0
8
A library for Koopman Neural Operator with Pytorch.
koopman pytorch deep-learning neural-network neural-operator scientific-machine-learning
Created 2022-12-21
144 commits to main branch, last one about a month ago
GaloisInc
dlkoopman GaloisInc
13
84
mit
7
A general-purpose Python package for Koopman theory using deep learning.
koopman autoencoder deep-learning dynamical-systems
Created 2022-08-10
153 commits to main branch, last one about a year ago
belson17
modred belson17
38
76
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
decargroup
pykoop decargroup
6
63
mit
4
Koopman operator identification library in Python, compatible with `scikit-learn`
control koopman scikit-learn machine-learning dynamical-systems
Created 2021-08-03
754 commits to main branch, last one 20 hours ago
EthanJamesLew
AutoKoopman EthanJamesLew
9
58
gpl-3.0
5
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 6 months ago
Machine-Learning-Dynamical-Systems
kooplearn Machine-Learning-Dynamical-Systems
9
47
mit
5
A Python package to learn the Koopman operator.
ml torch kernel koopman
Created 2022-10-04
679 commits to main branch, last one 2 months ago