Package: NIMAA 0.2.1

Mohieddin Jafari

NIMAA: Nominal Data Mining Analysis

Functions for nominal data mining based on bipartite graphs, which build a pipeline for analysis and missing values imputation. Methods are mainly from the paper: Jafari, Mohieddin, et al. (2021) <doi:10.1101/2021.03.18.436040>, some new ones are also included.

Authors:Mohieddin Jafari [aut, cre], Cheng Chen [aut]

NIMAA_0.2.1.tar.gz

NIMAA_0.2.1.tgz(r-4.5-any)NIMAA_0.2.1.tgz(r-4.4-any)NIMAA_0.2.1.tgz(r-4.3-any)
NIMAA_0.2.1.tar.gz(r-4.5-noble)NIMAA_0.2.1.tar.gz(r-4.4-noble)
NIMAA_0.2.1.tgz(r-4.4-emscripten)NIMAA_0.2.1.tgz(r-4.3-emscripten)
NIMAA.pdf |NIMAA.html✨
NIMAA/json (API)
NEWS

# Install 'NIMAA' in R:
install.packages('NIMAA', repos = c('https://jafarilab.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jafarilab/nimaa/issues

Datasets:

On CRAN:

4.30 score 4 stars 7 scripts 272 downloads 13 exports 168 dependencies

Last updated 2 years agofrom:4087c15e13. Checks:1 OK, 4 ERROR. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 27 2025
R-4.5-macERRORJan 29 2025
R-4.5-linuxERRORJan 29 2025
R-4.4-macERRORJan 29 2025
R-4.3-macERRORJan 29 2025

Exports:analyseNetworkextractSubMatrixfindClusternominalAsBinetplotBipartiteplotBipartiteInteractiveplotClusterplotIncMatrixpredictEdgescoreClustervalidateClustervalidateEdgePredictionvisualClusterInBipartite

Dependencies:abindaskpassbackportsbase64encbipartitebitbit64bitopsbnstructbootbroombslibcachemcarcarDataclassclicliprclustercodacodetoolscolorspacecowplotcpp11crayoncrosstalkcurldata.tableDEoptimRDerivdigestdiptestdoBydoParalleldotCall64dplyrDTellipseemmeansestimabilityevaluateFactoMineRfansifarverfastmapfieldsflashClustflexmixfontawesomeforcatsforeachFormulafpcfsgenericsggplot2ggrepelglmnetgluegtablehavenhighrhmshtmltoolshtmlwidgetshttpuvhttrigraphisobanditeratorsjaneaustenrjomojquerylibjsonlitekernlabknitrlabelinglaterlatticelazyevalleapslifecyclelme4magrittrmapsMASSMatrixMatrixModelsmclustmemoisemgcvmicemicrobenchmarkmimeminqamissMDAmitmlmodelrmodeltoolsmultcompViewmunsellmvtnormnetworknetworkD3nlmenloptrnnetnumDerivopensslordinalpanpbkrtestpermutepillarpkgconfigplotlyprabclusprettyunitsprogresspromisespurrrquantregR6rappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackreadrreformulasreprrlangrmarkdownrobustbaserpartsassscalesscatterplot3dshapeskimrsnaSnowballCsoftImputespamSparseMstatnet.commonstringistringrsurvivalsystibbletidyrtidyselecttidytexttinytextokenizerstzdbucminfutf8vctrsveganviridisLitevisNetworkvroomwithrxfunyaml

NIMAA-vignette

Cheng Chen, Mohieddin Jafari

Rendered fromNIMAA-vignette.Rmdusingknitr::rmarkdownon Jan 27 2025.

Last update: 2022-04-06
Started: 2021-09-07