/nlsa

Python implementation of Nonlinear Laplacian Spectrum Analysis, a practical algorithm for analyzing complex dynamical systems.

Primary LanguagePython

Usage

See examples/rayben/nlsa.yaml for an example usage.

Issues

modify to allow for different sized recon and source datasets

allow for more interesting time indices

“time” dimension name is hardcoded

Create some decent example datasets

Lorenz63

sample atmospheric datasets

maybe download from ERA.

create a script for easy running

add dependencies