Package: Rdimtools 1.1.2
Rdimtools: Dimension Reduction and Estimation Methods
We provide linear and nonlinear dimension reduction techniques. Intrinsic dimension estimation methods for exploratory analysis are also provided. For more details on the package, see the paper by You and Shung (2022) <doi:10.1016/j.simpa.2022.100414>.
Authors:
Rdimtools_1.1.2.tar.gz
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Rdimtools.pdf |Rdimtools.html✨
Rdimtools/json (API)
NEWS
# Install 'Rdimtools' in R: |
install.packages('Rdimtools', repos = c('https://kisungyou.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/kisungyou/rdimtools/issues
dimension-estimationdimension-reductionmanifold-learningsubspace-learning
Last updated 2 years agofrom:2a09f038a2. Checks:OK: 1 NOTE: 8. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Sep 03 2024 |
R-4.5-win-x86_64 | NOTE | Sep 03 2024 |
R-4.5-linux-x86_64 | NOTE | Sep 03 2024 |
R-4.4-win-x86_64 | NOTE | Sep 03 2024 |
R-4.4-mac-x86_64 | NOTE | Sep 03 2024 |
R-4.4-mac-aarch64 | NOTE | Sep 03 2024 |
R-4.3-win-x86_64 | NOTE | Sep 03 2024 |
R-4.3-mac-x86_64 | NOTE | Sep 03 2024 |
R-4.3-mac-aarch64 | NOTE | Sep 03 2024 |
Exports:aux.gensamplesaux.graphnbdaux.kernelcovaux.pkgstataux.preprocessaux.shortestpathdo.adrdo.ammcdo.anmmdo.asido.bmdsdo.bpcado.ccado.cgedo.cisomapdo.cnpedo.crcado.crdado.crpdo.cscoredo.cscoregdo.dagdnedo.disrdo.dmdo.dnedo.dppcado.dsppdo.dvedo.eldedo.elpp2do.enetdo.eslppdo.extlppdo.fado.fastmapdo.fosmoddo.fscoredo.fssemdo.hydrado.icado.idmapdo.iltsado.isomapdo.isoprojdo.ispedo.kecado.kldedo.klfdado.klsdado.kmfado.kmmcdo.kmvpdo.kpcado.kqmido.ksdado.kudpdo.lampdo.lapeigdo.lassodo.ldado.ldakmdo.ldedo.ldpdo.leado.lfdado.lisomapdo.lledo.llledo.llpdo.lltsado.lmdsdo.lpca2006do.lpedo.lpfdado.lpmipdo.lppdo.lqmido.lscoredo.lsdado.lsdfdo.lsirdo.lslsdo.lspedo.lsppdo.ltsado.mcfsdo.mdsdo.mfado.mifsdo.mliedo.mmcdo.mmdsdo.mmpdo.mmsddo.modpdo.msddo.mvedo.mvpdo.mvudo.nnpdo.nolppdo.nonppdo.npcado.npedo.nrsrdo.odpdo.oldado.olppdo.onppdo.oplsdo.pcado.pfado.pflppdo.phatedo.plpdo.plsdo.ppcado.procrustesdo.reedo.rldado.rndprojdo.rpcado.rpcagdo.rsirdo.rsrdo.sammcdo.sammondo.savedo.sdado.sdlppdo.sirdo.slpedo.slppdo.snedo.spcdo.spcado.spedo.specsdo.specudo.splapeigdo.spmdsdo.sppdo.spufsdo.ssldpdo.tsnedo.udfsdo.udpdo.ugfsdo.uldado.uwdfsdo.wdfsest.boxcountest.clusteringest.correlationest.dancoest.gdistnnest.incisingballest.madeest.mindklest.mindmlest.mle1est.mle2est.nearneighbor1est.nearneighbor2est.packingest.pcathrest.twonnest.Ustatoos.linproj
Dependencies:ADMMbase64encbitbit64bslibcachemclarabelcliclustercodetoolsCVXRdbscandigestdoParallelECOSolveRevaluatefastclusterfastmapfontawesomeforeachfsgenericsgluegmphighrhtmltoolshtmlwidgetsiteratorsjquerylibjsonliteknitrlabdsvlatticelifecyclemagrittrmaotaiMASSMatrixmclustcompmemoisemgcvmimeminpack.lmnlmeosqppracmaR6RANNrappdirsrbibutilsRcppRcppArmadilloRcppDERcppDistRcppEigenRdpackrglrlangrmarkdownRmpfrRSpectraRtsnesassscatterplot3dscsshapestinytexxfunyaml