Files in Rdimtools

Dimension Reduction and Estimation Methods

NEWS.md README.md R/RcppExports.R R/linear_FSSEM.R R/nonlinear_KLFDA.R R/linear_MVP.R R/linear_LDP.R R/estimate_twonn.R R/nonlinear_IDMAP.R R/linear_NPE.R R/linear_KMVP.R R/linear_LDAKM.R R/nonlinear_LLE.R R/linear_ANMM.R R/estimate_incisingball.R R/estimate_pcathr.R R/nonlinear_DPPCA.R R/linear_UDP.R R/linear_LPE.R R/nonlinear_KMFA.R R/linear_LDE.R R/estimate_Ustat.R R/linear_KUDP.R R/linear_ONPP.R R/linear_SSLDP.R R/linear_MODP.R R/Rdimtools-package.R R/nonlinear_RPCA.R R/auxfuncs.R R/linear_SAVE.R R/v1_feature_FOSMOD.R R/estimate_made.R R/linear_RNDPROJ.R R/linear_LPFDA.R R/linear_ELDE.R R/linear_SIR.R R/nonlinear_KLDE.R R/auxchecks.R R/linear_ULDA.R R/auxiliary_preprocess.R R/linear_EXTLPP.R R/linear_SLPP.R R/nonlinear_LAMP.R R/linear_NONPP.R R/linear_ODP.R R/estimate_mle2.R R/nonlinear_SNE.R R/linear_AMMC.R R/linear_LPMIP.R R/nonlinear_CGE.R R/feature_UDFS.R R/feature_NRSR.R R/feature_LSPE.R R/feature_SPECU.R R/nonlinear_HYDRA.R R/linear_MLIE.R R/linear_SDLPP.R R/nonlinear_SPLAPEIG.R R/v1_feature_FSCORE.R R/linear_ASI.R R/nonlinear_CRCA.R R/nonlinear_REE.R R/nonlinear_LTSA.R R/estimate_boxcount.R R/feature_ENET.R R/nonlinear_FASTMAP.R R/nonlinear_PHATE.R R/linear_SPCA.R R/linear_MMSD.R R/nonlinear_PLP.R R/linear_LLP.R R/feature_DISR.R R/auxiliary_pkgstat.R R/nonlinear_NNP.R R/v1_linear_ADR.R R/feature_CSCOREG.R R/linear_SPC.R R/feature_UWDFS.R R/linear_CNPE.R R/nonlinear_SPE.R R/estimate_clustering.R R/oos_LINPROJ.R R/estimate_mindkl.R R/nonlinear_TSNE.R R/v1_feature_LSCORE.R R/v1_feature_PFA.R R/linear_SPP.R R/auxiliary_graphnbd.R R/linear_ICA.R R/nonlinear_MVE.R R/nonlinear_KPCA.R R/nonlinear_DVE.R R/estimate_danco.R R/linear_MMP.R R/linear_BPCA.R R/feature_MIFS.R R/estimate_correlation.R R/linear_RLDA.R R/linear_OPLS.R R/estimate_nearneighbor2.R R/linear_LEA.R R/estimate_nearneighbor1.R R/data_iris.R R/nonlinear_LISOMAP.R R/nonlinear_KSDA.R R/linear_SDA.R R/auxiliary_kernelcov.R R/nonlinear_CISOMAP.R R/v1_feature_CSCORE.R R/nonlinear_SAMMON.R R/linear_DSPP.R R/feature_LASSO.R R/estimate_gdistnn.R R/linear_OLDA.R R/linear_LSIR.R R/linear_LFDA.R R/linear_ELPP2.R R/linear_PFLPP.R R/linear_MSD.R R/linear_SAMMC.R R/feature_SPUFS.R R/v1_linear_PCA.R R/linear_NPCA.R R/feature_LSDF.R R/linear_RPCAG.R R/nonlinear_KECA.R R/auxiliary_gensamples.R R/feature_MCFS.R R/linear_RSIR.R R/nonlinear_MVU.R R/linear_LSPP.R R/linear_CRP.R R/nonlinear_SPMDS.R R/linear_MFA.R R/linear_FA.R R/nonlinear_MMDS.R R/nonlinear_ISPE.R R/nonlinear_KMMC.R R/linear_CCA.R R/linear_ESLPP.R R/nonlinear_ISOMAP.R R/nonlinear_LLLE.R R/linear_LPCA2006.R R/linear_PPCA.R R/linear_DNE.R R/linear_LLTSA.R R/zzz.R R/feature_LSLS.R R/nonlinear_ILTSA.R R/linear_NOLPP.R R/nonlinear_BMDS.R R/linear_DAGDNE.R R/estimate_mindml.R R/feature_RSR.R R/linear_LDA.R R/linear_ISOPROJ.R R/v1_nonlinear_LAPEIG.R R/feature_SPECS.R R/nonlinear_KQMI.R R/linear_LSDA.R R/nonlinear_KLSDA.R R/auxiliary_shortestpath.R R/linear_SLPE.R R/feature_WDFS.R R/nonlinear_CRDA.R R/linear_LPP.R R/estimate_mle1.R R/linear_MMC.R R/feature_PROCRUSTES.R R/feature_UGFS.R R/nonlinear_DM.R R/estimate_packing.R R/v1_linear_MDS.R R/linear_PLS.R R/linear_OLPP.R R/data_usps.R R/linear_LMDS.R R/linear_LQMI.R inst/doc/quick-start.pdf inst/doc/quick-start.Rmd inst/doc/quick-start.R vignettes/quick-start.Rmd man/linear_UDP.Rd man/feature_WDFS.Rd man/nonlinear_KECA.Rd man/linear_RSIR.Rd man/linear_ULDA.Rd man/aux_graphnbd.Rd man/estimate_mle2.Rd man/linear_CCA.Rd man/estimate_danco.Rd man/linear_OLPP.Rd man/linear_LEA.Rd man/nonlinear_KMMC.Rd man/linear_FA.Rd man/nonlinear_CRDA.Rd man/nonlinear_CISOMAP.Rd man/linear_SLPP.Rd man/nonlinear_MVU.Rd man/linear_LPFDA.Rd man/feature_DISR.Rd man/nonlinear_CRCA.Rd man/linear_SIR.Rd man/nonlinear_SPE.Rd man/nonlinear_SPLAPEIG.Rd man/linear_LMDS.Rd man/estimate_Ustat.Rd man/linear_MMP.Rd man/feature_MCFS.Rd man/estimate_incisingball.Rd man/linear_RLDA.Rd man/linear_SPP.Rd man/aux_kernelcov.Rd man/nonlinear_LAMP.Rd man/estimate_nearneighbor1.Rd man/linear_ESLPP.Rd man/linear_LDE.Rd man/linear_MMC.Rd man/feature_SPECS.Rd man/linear_LLTSA.Rd man/linear_NONPP.Rd man/nonlinear_ILTSA.Rd man/estimate_boxcount.Rd man/linear_MVP.Rd man/feature_NRSR.Rd man/feature_MIFS.Rd man/linear_CNPE.Rd man/linear_KMVP.Rd man/estimate_made.Rd man/feature_PFA.Rd man/linear_LPMIP.Rd man/linear_MDS.Rd man/linear_LSPP.Rd man/linear_SDLPP.Rd man/nonlinear_HYDRA.Rd man/aux_shortestpath.Rd man/linear_SPCA.Rd man/nonlinear_DVE.Rd man/linear_DSPP.Rd man/linear_ADR.Rd man/linear_NOLPP.Rd man/feature_UWDFS.Rd man/linear_LPCA2006.Rd man/linear_LPE.Rd man/nonlinear_DM.Rd man/nonlinear_RPCA.Rd man/nonlinear_KMFA.Rd man/nonlinear_LAPEIG.Rd man/estimate_mle1.Rd man/nonlinear_SPMDS.Rd man/feature_SPUFS.Rd man/feature_LSDF.Rd man/nonlinear_LLLE.Rd man/linear_NPCA.Rd man/linear_PLS.Rd man/feature_SPECU.Rd man/linear_DAGDNE.Rd man/linear_MODP.Rd man/nonlinear_TSNE.Rd man/estimate_pcathr.Rd man/nonlinear_CGE.Rd man/oos_LINPROJ.Rd man/linear_LLP.Rd man/nonlinear_DPPCA.Rd man/nonlinear_REE.Rd man/linear_LDA.Rd man/linear_ODP.Rd man/linear_SSLDP.Rd man/nonlinear_ISPE.Rd man/linear_DNE.Rd man/linear_MFA.Rd man/estimate_mindkl.Rd man/nonlinear_BMDS.Rd man/nonlinear_MMDS.Rd man/linear_ELDE.Rd man/nonlinear_KLFDA.Rd man/nonlinear_KLSDA.Rd man/nonlinear_LTSA.Rd man/linear_FSSEM.Rd man/feature_LASSO.Rd man/nonlinear_FastMap.Rd man/nonlinear_KQMI.Rd man/linear_OPLS.Rd man/linear_MMSD.Rd man/estimate_correlation.Rd man/linear_ISOPROJ.Rd man/nonlinear_NNP.Rd man/feature_UGFS.Rd man/linear_LSIR.Rd man/estimate_mindml.Rd man/estimate_gdistnn.Rd man/feature_LSLS.Rd man/nonlinear_KPCA.Rd man/linear_PPCA.Rd man/linear_SAVE.Rd man/linear_ONPP.Rd man/nonlinear_SNE.Rd man/linear_AMMC.Rd man/linear_SDA.Rd man/nonlinear_KLDE.Rd man/linear_RPCAG.Rd man/linear_ANMM.Rd man/linear_LDAKM.Rd man/nonlinear_PHATE.Rd man/aux_preprocess.Rd man/nonlinear_MVE.Rd man/linear_SLPE.Rd man/feature_RSR.Rd man/linear_LQMI.Rd man/estimate_nearneighbor2.Rd man/linear_LSDA.Rd man/estimate_clustering.Rd man/linear_RNDPROJ.Rd man/feature_PROCRUSTES.Rd man/nonlinear_SAMMON.Rd man/iris.Rd man/linear_EXTLPP.Rd man/feature_FOSMOD.Rd man/feature_FSCORE.Rd man/feature_LSCORE.Rd man/linear_KUDP.Rd man/estimate_packing.Rd man/usps.Rd man/nonlinear_PLP.Rd man/linear_CRP.Rd man/feature_CSCORE.Rd man/linear_ICA.Rd man/linear_LDP.Rd man/feature_CSCOREG.Rd man/linear_LFDA.Rd man/estimate_twonn.Rd man/linear_LPP.Rd man/aux_gensamples.Rd man/linear_PCA.Rd man/linear_PFLPP.Rd man/nonlinear_IDMAP.Rd man/linear_MLIE.Rd man/nonlinear_LLE.Rd man/feature_UDFS.Rd man/nonlinear_ISOMAP.Rd man/linear_ELPP2.Rd man/linear_BPCA.Rd man/linear_SAMMC.Rd man/nonlinear_LISOMAP.Rd man/nonlinear_KSDA.Rd man/linear_ASI.Rd man/linear_MSD.Rd man/linear_OLDA.Rd man/aux_pkgstat.Rd man/feature_LSPE.Rd man/linear_NPE.Rd man/linear_SPC.Rd man/feature_ENET.Rd