plot

FDApy.visualization.plot(data, labels=None, colors=None, ax=None, **plt_kwargs)

Plot univariate functional data.

Generic plot function for DenseFunctionalData, IrregularFunctionalData and BasisFunctionalData objects.

Parameters:

• data (DenseFunctionalData | IrregularFunctionalData | BasisFunctionalData) – The object to plot.

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

• 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:

Axes

Examples using FDApy.visualization.plot

Representation of univariate and dense functional data

Representation of univariate and dense functional data

Representation of univariate and irregular functional data

Representation of univariate and irregular functional data

Representation of functional data using a basis

Representation of functional data using a basis

One-dimensional Basis

One-dimensional Basis

Two-dimensional Basis

Two-dimensional Basis

Smoothing of dense one-dimensional functional data

Smoothing of dense one-dimensional functional data

Smoothing of dense two-dimensional functional data

Smoothing of dense two-dimensional functional data

FPCA of 1-dimensional data

FPCA of 1-dimensional data

FPCA of 1-dimensional sparse data

FPCA of 1-dimensional sparse data

FPCA of 2-dimensional data

FPCA of 2-dimensional data

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

Canadian weather dataset

Canadian weather dataset

CD4 dataset

CD4 dataset

Simulation using Karhunen-Loève decomposition

Simulation using Karhunen-Loève decomposition

Simulation of Brownian motion

Simulation of Brownian motion

Simulation of functional data

Simulation of functional data

Simulation of clusters of univariate functional data

Simulation of clusters of univariate functional data