Examples#
Basis#
Examples concerning the FDApy.basis
module.
Multivariate Basis of one-dimensional data
Multivariate Basis of multi-dimensional data
Multivariate Basis of two-dimensional data
Real data analysis#
Examples of analysis of real datasets.
Dimension Reduction#
Examples concerning the FDApy.preprocessing.dim_reduction
module.
FPCA of 1-dimensional sparse data
MFPCA of 1-dimensional sparse data
MFPCA of 1- and 2-dimensional data
Representation#
Examples concerning the FDApy.representation
module.
Representation of univariate and dense functional data
Smoothing of dense one-dimensional functional data
Smoothing of dense two-dimensional functional data
Representation of univariate and irregular functional data
Representation of multivariate functional data
Simulation#
Examples concerning the FDApy.simulation
module.
Simulation of clusters of univariate functional data
Simulation using Karhunen-Loève decomposition
Simulation of clusters of multivariate functional data
Simulation using multivariate Karhunen-Loève decomposition
Smoothing#
Examples concerning the FDApy.preprocessing.smoothing
module.
Smoothing of 1D data using P-Splines
Smoothing of 1D data using local polynomial regression
Smoothing of 2D data using P-Splines
Smoothing of 2D data using local polynomial regression