Man pages for Almond-S/manifoldboost
Boosting Regression Models for Manifold Valued Data
| as_complex | Converting to complex by casting dim into real/imaginary |
| as_FD | Convert other data to the FDboost format |
| as_FD.data.frame | Convert data.frame to FDboost data format |
| as_FD.list | Interpret response given as list for FDboost |
| as_FD.tbl_cube | Interpret response given as tbl_cube for FDboost |
| as_shape_col_default | Convert a 'data.frame' or 'list' to a 'shape_col_default' |
| as_shape_col_long | Convert a 'data.frame' or 'list' to a 'shape_col_long' |
| as_shape_cube_default | Convert a 'data.frame' or 'list' to a 'shape_cube_default' |
| as_shape_dat | Convert objects to 'shape_dat' subclasses |
| as_shape_frame_complex | Convert objects to 'shape_frame_complex' |
| as_shape_frame_default | Convert a 'data.frame' or 'list' to a 'shape_frame_default' |
| as_shape_frame_long | Convert a 'data.frame' or 'list' to a 'shape_frame_long' |
| btrafo | Baselearner Basis Transformation Operator |
| cells | Cell outlines simulated from CPM |
| clone | (Deep) clone an S4 class object containing R6 slots |
| clone-mfboost_family-method | (Deep) clone an S4 class object containing R6 slots |
| complex2realmat | Convert complex to real liner operator matrix |
| equal_weights | Simple 1/n_grid weights |
| factorize | Factorize tensor product model |
| FDboost_fac-class | 'FDboost_fac' S3 class for factorized FDboost model... |
| FD-class | An 'FD' S3 class for FDboost data formats |
| formula.shape_dat | Extract 'shape_dat' formula |
| get_dat | Extract data with structure formula |
| grapes-grapes | Base Learner Basis Orthogonalization Operator |
| make_summation_matrix | Construct basis transformation matrix for (skew-)symmetry... |
| match_template | Match variables from formula to template |
| mfboost | Model-based Boosting for Manifold Valued Object Data |
| mfboost_fac-class | 'mfboost_fac' S3 class for factorized mfboost model component |
| mfboost_family-class | S4 class for a gradient boosting family with geometry slot. |
| mfFamily | Manifold Gradient Boosting Families |
| mfFormulae_for_FDboost | Convert obj.formula and friends to FDboost formulae |
| mfFormulae_for_FDboost.formula | Interpret obj.formula as FDboost timeformula |
| mfGeometry | R6 Class implementing manifold geometries |
| mfGeomEuclidean | Euclidean Geometry Class |
| mfGeomPlanarShape | Planar Shape Space Geometry |
| mfGeomPlanarSizeShape | Planar Size and Shape Space Geometry |
| mfGeomProduct | A general product geometry |
| mfGeomUnitSphere | Geometry of the Unit Sphere |
| mfInterpret_cplx_curves | Complex planar curve interpreter |
| mfInterpret_objformula | Extract structural info from obj.formula |
| mfPole | R6 Class for mfboost pole model object for use in... |
| new_shape_col_default | Build a 'shape_col_default' object |
| new_shape_col_long | Build a 'shape_col_long' object |
| new_shape_cube_default | Build a 'shape_cube_default' object |
| new_shape_frame_default | Build a 'shape_frame_default' object |
| new_shape_frame_long | Build a 'shape_frame_long' object |
| plot.FDboost_fac | Prediction and plotting for factorized FDboost model... |
| plot.mfboost | Plot effect estimates of mfboost model |
| Predict.matrix.sympspline.smooth | Predict matrix method for (skew-)symmetric smooths |
| predict.mfboost | Predict with mfboost model |
| RiemannL2sim | R6 class for a simulation of RiemannL2 models |
| shape_dat | Build a 'shape_dat' object |
| shape_dat-class | 'shape_dat' S3 class and subclasses |
| shape_frame_complex-class | 'shape_frame_complex' S3 class |
| shape_names | Extract 'shape_dat' stored variable names |
| smooth.construct.sps.smooth.spec | (Skew-)Symmetric smooths constructor |
| trapez_weights | Trapezoidal rule numerical integration weights |
