Examples¶
General examples¶
Short examples for some of the methods.
2D contours from xyz
2D densities from xy
Chapman-Kolmogorov test
Clustering methods comparison
Coherent sets: Kernel CCA on the Bickley jet
Coherent sets: Kernel CCA on the Bickley jet
Energy surface
Gross and net flux on the Drunkard’s walk
Gross and net flux on the Drunkard's walk
Implied timescales
Kernel CCA on the sqrt-Model to transform data
Kernel CCA on the sqrt-Model to transform data
Network plots
PCCA+ on the Drunkard's walk
SINDy: Identification of the Rössler system
SINDy: Identification of the Rössler system
TRAM on a 1D double well
TV Derivative
VAMP on Position Based Fluids
VAMP vs. TICA vs. PCA
Notebook examples¶
Notebooks containing some longer example systems.