Extending 'mlr3' to Functional Data Analysis

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Documentation for package ‘mlr3fda’ version 0.5.0

• DESCRIPTION file
• Package NEWS
• Package README

Help Pages

mlr3fda-package	mlr3fda: Extending 'mlr3' to Functional Data Analysis
mlr3fda	mlr3fda: Extending 'mlr3' to Functional Data Analysis
mlr_pipeops_fda.bsignal	B-spline Feature Extraction
mlr_pipeops_fda.cor	Cross-Correlation of Functional Data
mlr_pipeops_fda.extract	Extract Simple Features from Functional Columns
mlr_pipeops_fda.flatten	Flatten Functional Columns
mlr_pipeops_fda.fourier	Fast Fourier Transform Features
mlr_pipeops_fda.fpca	Functional Principal Component Analysis
mlr_pipeops_fda.interpol	Interpolate Functional Columns
mlr_pipeops_fda.random_effect	Extract Random Effects from Functional Columns
mlr_pipeops_fda.register	Register (Align) Functional Columns
mlr_pipeops_fda.scalerange	Linearly Transform the Domain of Functional Data
mlr_pipeops_fda.smooth	Smooth Functional Columns
mlr_pipeops_fda.tsfeats	Time Series Feature Extraction
mlr_pipeops_fda.wavelets	Discrete Wavelet Transform Features
mlr_pipeops_fda.zoom	Zoom In/Out on Functional Columns
mlr_tasks_dti	Diffusion Tensor Imaging (DTI) Regression Task
mlr_tasks_fuel	Fuel Regression Task
mlr_tasks_phoneme	Phoneme Classification Task
PipeOpFDABsignal	B-spline Feature Extraction
PipeOpFDACor	Cross-Correlation of Functional Data
PipeOpFDAExtract	Extract Simple Features from Functional Columns
PipeOpFDAFlatten	Flatten Functional Columns
PipeOpFDAFourier	Fast Fourier Transform Features
PipeOpFDAInterpol	Interpolate Functional Columns
PipeOpFDARandomEffect	Extract Random Effects from Functional Columns
PipeOpFDARegister	Register (Align) Functional Columns
PipeOpFDAScaleRange	Linearly Transform the Domain of Functional Data
PipeOpFDASmooth	Smooth Functional Columns
PipeOpFDATsfeatures	Time Series Feature Extraction
PipeOpFDAWavelets	Discrete Wavelet Transform Features
PipeOpFDAZoom	Zoom In/Out on Functional Columns
PipeOpFPCA	Functional Principal Component Analysis