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PipeOps

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.scalerange PipeOpFDAScaleRange
Linearly Transform the Domain of Functional Data.
mlr_pipeops_fda.smooth PipeOpFDASmooth
Smoothing 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