Package index

Pipeline Operators

mlr_pipeops_fda.bsignal PipeOpFDABsignal

B-spline Feature Extraction

mlr_pipeops_fda.cor PipeOpFDACor

Cross-Correlation of Functional Data

mlr_pipeops_fda.extract PipeOpFDAExtract

Extracts Simple Features from Functional Columns

mlr_pipeops_fda.flatten PipeOpFDAFlatten

Flattens Functional Columns

mlr_pipeops_fda.fpca PipeOpFPCA

Functional Principal Component Analysis

mlr_pipeops_fda.interpol PipeOpFDAInterpol

Interpolate Functional Columns

mlr_pipeops_fda.random_effect PipeOpFDARandomEffect

Extracts Random Effects from Functional Columns

mlr_pipeops_fda.scalerange PipeOpFDAScaleRange

Linearly Transform the Domain of Functional Data

mlr_pipeops_fda.smooth PipeOpFDASmooth

Smoothing Functional Columns

mlr_pipeops_fda.tsfeats PipeOpFDATsfeatures

Time Series Feature Extraction

mlr_pipeops_fda.wavelets PipeOpFDAWavelets

Discrete Wavelet transform features

mlr_pipeops_fda.zoom PipeOpFDAZoom

Zoom In/Out on Functional Columns

Example Tasks

mlr_tasks_dti

Diffusion Tensor Imaging (DTI) Regression Task

mlr_tasks_fuel

Fuel Regression Task

mlr_tasks_phoneme

Phoneme Classification Task

Package

mlr3fda mlr3fda-package

mlr3fda: Extending 'mlr3' to Functional Data Analysis