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-4.4-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'))

Peer review:

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

Datasets:

On CRAN:

4.30 score 4 stars 7 scripts 188 downloads 13 exports 165 dependencies

Last updated 1 years agofrom:4087c15e13. Checks:OK: 1 ERROR: 3. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 29 2024
R-4.5-linuxERROROct 31 2024
R-4.4-macERROROct 31 2024
R-4.3-macERROROct 31 2024

Exports:analyseNetworkextractSubMatrixfindClusternominalAsBinetplotBipartiteplotBipartiteInteractiveplotClusterplotIncMatrixpredictEdgescoreClustervalidateClustervalidateEdgePredictionvisualClusterInBipartite

Dependencies:abindaskpassbackportsbase64encbipartitebitbit64bitopsbnstructbootbroombslibcachemcarcarDataclassclicliprclustercodacodetoolscolorspacecowplotcpp11crayoncrosstalkcurldata.tableDEoptimRDerivdigestdiptestdoBydoParalleldotCall64dplyrDTellipseemmeansestimabilityevaluateFactoMineRfansifarverfastmapfieldsflashClustflexmixfontawesomeforcatsforeachFormulafpcfsgenericsggplot2ggrepelglmnetgluegtablehavenhighrhmshtmltoolshtmlwidgetshttpuvhttrigraphisobanditeratorsjaneaustenrjomojquerylibjsonlitekernlabknitrlabelinglaterlatticelazyevalleapslifecyclelme4magrittrmapsMASSMatrixMatrixModelsmclustmemoisemgcvmicemicrobenchmarkmimeminqamissMDAmitmlmodelrmodeltoolsmultcompViewmunsellmvtnormnetworknetworkD3nlmenloptrnnetnumDerivopensslordinalpanpbkrtestpermutepillarpkgconfigplotlyprabclusprettyunitsprogresspromisespurrrquantregR6rappdirsRColorBrewerRcppRcppEigenreadrreprrlangrmarkdownrobustbaserpartsassscalesscatterplot3dshapeskimrsnaSnowballCsoftImputespamSparseMstatnet.commonstringistringrsurvivalsystibbletidyrtidyselecttidytexttinytextokenizerstzdbucminfutf8vctrsveganviridisLitevisNetworkvroomwithrxfunyaml

NIMAA-vignette

Cheng Chen, Mohieddin Jafari

Rendered fromNIMAA-vignette.Rmdusingknitr::rmarkdownon Oct 29 2024.

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