# Extending 'mlr3' to Functional Data Analysis

## Documentation for package ‘mlr3fda’ version 0.4.0

- 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 | Extracts Simple Features from Functional Columns
mlr_pipeops_fda.flatten | Flattens 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 | Extracts Random Effects from Functional Columns
mlr_pipeops_fda.scalerange | Linearly Transform the Domain of Functional Data
mlr_pipeops_fda.smooth | Smoothing 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 | Extracts Simple Features from Functional Columns
PipeOpFDAFlatten | Flattens Functional Columns
PipeOpFDAFourier | Fast Fourier transform features
PipeOpFDAInterpol | Interpolate Functional Columns
PipeOpFDARandomEffect | Extracts Random Effects from Functional Columns
PipeOpFDAScaleRange | Linearly Transform the Domain of Functional Data
PipeOpFDASmooth | Smoothing Functional Columns
PipeOpFDATsfeatures | Time Series Feature Extraction
PipeOpFDAWavelets | Discrete Wavelet transform features
PipeOpFDAZoom | Zoom In/Out on Functional Columns
PipeOpFPCA | Functional Principal Component Analysis