klus package

Submodules

• klus.algorithms module
• klus.domain module
• klus.kernels module
• klus.observables module
• klus.tools module

Module contents

Algorithm and utility functions for nonlinear analyses For Koopman and Perron analysis

Based on software from Stefan Klus

algorithms :

Routines for averaging and various computations. The implementations of the methods

• DMD, TICA, AMUSE

• Ulam's method

• EDMD, kernel EDMD, generator EDMD

• SINDy

• kernel PCA, kernel CCA

• CMD

• SEBA

are based on the publications listed here:

https://github.com/sklus/d3s

observables :

various functions for observables

kernels :

Definition of various kernels

tools :

Utilties for the rest of the modules.