Examples

General examples

Short examples for some of the methods.

2D contours from xyz

2D contours from xyz

2D contours from xyz
2D densities from xy

2D densities from xy

2D densities from xy
Chapman-Kolmogorov test

Chapman-Kolmogorov test

Chapman-Kolmogorov test
Clustering methods comparison

Clustering methods comparison

Clustering methods comparison
Coherent sets: Kernel CCA on the Bickley jet

Coherent sets: Kernel CCA on the Bickley jet

Coherent sets: Kernel CCA on the Bickley jet
Energy surface

Energy surface

Energy surface
Gross and net flux on the Drunkard's walk

Gross and net flux on the Drunkard’s walk

Gross and net flux on the Drunkard's walk
Implied timescales

Implied timescales

Implied timescales
Kernel CCA on the sqrt-Model to transform data

Kernel CCA on the sqrt-Model to transform data

Kernel CCA on the sqrt-Model to transform data
Network plots

Network plots

Network plots
PCCA+ on the Drunkard's walk

PCCA+ on the Drunkard’s walk

PCCA+ on the Drunkard's walk
SINDy: Identification of the Rössler system

SINDy: Identification of the Rössler system

SINDy: Identification of the Rössler system
TRAM on a 1D double well

TRAM on a 1D double well

TRAM on a 1D double well
TV Derivative

TV Derivative

TV Derivative
VAMP on Position Based Fluids

VAMP on Position Based Fluids

VAMP on Position Based Fluids
VAMP vs. TICA vs. PCA

VAMP vs. TICA vs. PCA

VAMP vs. TICA vs. PCA

Notebook examples

Notebooks containing some longer example systems.