6 results found Sort:

Koopman-Laboratory
KoopmanLab Koopman-Laboratory
12
197
gpl-3.0
6
A library for Koopman Neural Operator with Pytorch.
koopman pytorch deep-learning neural-network neural-operator scientific-machine-learning
Created 2022-12-21
141 commits to main branch, last one 12 days 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
GaloisInc
dlkoopman GaloisInc
11
73
mit
6
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 8 months ago
decargroup
pykoop decargroup
5
54
mit
3
Koopman operator identification library in Python, compatible with `scikit-learn`
control koopman scikit-learn machine-learning dynamical-systems
Created 2021-08-03
731 commits to main branch, last one about a month ago
EthanJamesLew
AutoKoopman EthanJamesLew
9
46
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 about a month ago
Machine-Learning-Dynamical-Systems
kooplearn Machine-Learning-Dynamical-Systems
9
36
mit
5
A Python package to learn the Koopman operator.
ml torch kernel koopman
Created 2022-10-04
652 commits to main branch, last one 3 months ago