Extending 'mlr3' to Functional Data Analysis
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Documentation for package ‘mlr3fda’ version 0.3.0
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| 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.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 |
| 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 |