Examples

General examples

Short examples for some of the methods.

2D contours from xyz

2D contours from xyz

2D densities from xy

2D densities from xy

Chapman-Kolmogorov test

Chapman-Kolmogorov test

Clustering methods comparison

Clustering methods comparison

Coherent sets: Kernel CCA on the Bickley jet

Coherent sets: Kernel CCA on the Bickley jet

Energy surface

Energy surface

Gross and net flux on the Drunkard’s walk

Gross and net flux on the Drunkard's walk

Implied timescales

Implied timescales

Kernel CCA on the sqrt-Model to transform data

Kernel CCA on the sqrt-Model to transform data

Network plots

Network plots

PCCA+ on the Drunkard’s walk

PCCA+ on the Drunkard's walk

SINDy: Identification of the Rössler system

SINDy: Identification of the Rössler system

TRAM on a 1D double well

TRAM on a 1D double well

TV Derivative

TV Derivative

VAMP on Position Based Fluids

VAMP on Position Based Fluids

VAMP vs. TICA vs. PCA

VAMP vs. TICA vs. PCA