plot_multivariate#

FDApy.visualization.plot_multivariate(data, labels=None, titles=None, colors=None, ax=None, **plt_kwargs)[source]#

Plot multivariate functional data.

Generic plot function for MultivariateFunctionalData objects.

Parameters:

  • data (MultivariateFunctionalData) – The object to plot.

  • labels (ndarray[Any, dtype[float64]] | None) – The labels of each curve.

  • titles (List[str] | None) – Titles of the subfigure.

  • colors (ndarray[Any, dtype[float64]] | None) – Colors used for the plot. If colors is None, it uses the jet colormaps from the matplotlib library by default.

  • ax (Axes | None) – Axes object onto which the objects are plotted.

  • plt_kwargs – Keywords plotting arguments.

Returns:

Axes objects onto the plot is done.

Return type:

List[Axes]

Examples using FDApy.visualization.plot_multivariate#

Representation of multivariate functional data

Representation of multivariate functional data

Multivariate Basis

Multivariate Basis

MFPCA of 1-dimensional data

MFPCA of 1-dimensional data

MFPCA of 2-dimensional data

MFPCA of 2-dimensional data

MFPCA of 1- and 2-dimensional data

MFPCA of 1- and 2-dimensional data

MFPCA of 1-dimensional sparse data

MFPCA of 1-dimensional sparse data

Simulation using multivariate Karhunen-Loève decomposition

Simulation using multivariate Karhunen-Loève decomposition

Simulation of clusters of multivariate functional data

Simulation of clusters of multivariate functional data