Package: multivarious 0.2.0

multivarious: Extensible Data Structures for Multivariate Analysis

Provides a set of basic and extensible data structures and functions for multivariate analysis, including dimensionality reduction techniques, projection methods, and preprocessing functions. The aim of this package is to offer a flexible and user-friendly framework for multivariate analysis that can be easily extended for custom requirements and specific data analysis tasks.

Authors:Bradley Buchsbaum [aut, cre]

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multivarious.pdf |multivarious.html✨
multivarious/json (API)

Peer review:

Bug tracker:https://github.com/bbuchsbaum/multivarious/issues

On CRAN:

56 exports 1.10 score 28 dependencies 10 scripts 186 downloads

Last updated 4 months agofrom:93f7dc63f2. Checks:OK: 1 ERROR: 6. Indexed: yes.

Exports:add_nodeapply_rotationapply_transformbi_projectorbi_projector_unionblock_indicesblock_lengthsbootstrapcenterclassifiercolscalecomponentscompose_projectorcompose_projectorsconcat_pre_processorsconvert_domaincross_projectordiscriminant_projectorfreshgroup_meansinit_transforminverse_projectionmultiblock_biprojectormultiblock_projectornblocksncompnystrom_embeddingpartial_inverse_projectionpartial_projectpartial_projectorpasspcaperm_ciprepprinangprojectproject_blockproject_varsprojectorreconstructrefitregressreprocessresidualizeresidualsreverse_transformrf_classifierrotatescoressdevshapestandardizestd_scoressvd_wrappertransposetruncate

Dependencies:chkclicodetoolscorpcorfitdistrplusforeachglmnetglueirlbaiteratorslatticelifecyclemagrittrMASSMatrixmatrixStatsplsproxypurrrRcppRcppEigenrlangRSpectrarsvdshapesurvivalsvdvctrs