# Extending 'mlr3' to Functional Data Analysis

## Documentation for package ‘mlr3fda’ version 0.7.0

- 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.catch22 | Catch22 Feature Extraction
mlr_pipeops_fda.cor | Cross-Correlation of Functional Data
mlr_pipeops_fda.depth | Functional Data Depth Features
mlr_pipeops_fda.derive | Derivatives of Functional Columns
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.integrate | Functional Integral Features
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
PipeOpFDACatch22 | Catch22 Feature Extraction
PipeOpFDACor | Cross-Correlation of Functional Data
PipeOpFDADepth | Functional Data Depth Features
PipeOpFDADerive | Derivatives of Functional Columns
PipeOpFDAExtract | Extract Simple Features from Functional Columns
PipeOpFDAFlatten | Flatten Functional Columns
PipeOpFDAFourier | Fast Fourier Transform Features
PipeOpFDAIntegrate | Functional Integral 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