svs: Tools for Semantic Vector Spaces
Version 1.1.0

Various tools for semantic vector spaces, such as correspondence analysis (simple, multiple and discriminant), latent semantic analysis, probabilistic latent semantic analysis, non-negative matrix factorization, latent class analysis and EM clustering. Furthermore, there are specialized distance measures, plotting functions and some helper functions.

AuthorKoen Plevoets [aut, cre]
Date of publication2016-01-13 17:26:11
MaintainerKoen Plevoets <koen.plevoets@ugent.be>
LicenseGPL-3
Version1.1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("svs")

Getting started

Package overview

Popular man pages

complete_pvpick: Complete the Output of 'pvpick'
Ctxt_Dut.txt: Context Words for seventeen Dutch Words
fast_lca: Latent Class Analysis
InvT_Fra.txt: Seventeen Dutch Target Words and their French Source Words
pmi: Pointwise Mutual Information
tab2dat: Transform a Table into a Data Frame
vec2ind: Transform a Vector into an Indicator Matrix
See all...

All man pages Function index File listing

Man pages

cd_plot: Plotting a Cumulative Distribution
centers_ca: Compute Coordinates for Cluster Centers
complete_pvpick: Complete the Output of 'pvpick'
Ctxt_Dut.txt: Context Words for seventeen Dutch Words
Ctxt_Eng.txt: Context Words for seventeen Dutch Words Translated from...
Ctxt_Fra.txt: Context Words for seventeen Dutch Words Translated from...
dist_chisquare: Compute Chi-square Distances
dist_cosine: Compute Cosine Distances
dist_wrt: Compute Distances with respect to a certain Point
dist_wrt_centers: Compute Distances with respect to Cluster Centers
fast_dca: Discriminant Correspondence Analysis
fast_E_M: EM clustering
fast_lca: Latent Class Analysis
fast_lsa: Latent Semantic Analysis
fast_mca: Multiple Correspondence Analysis
fast_nmf: Non-negative Matrix Factorization
fast_psa: Probabilistic Latent Semantic Analysis
fast_sca: Simple Correspondence Analysis
freq_ca: Compute Level Frequencies (for a Factor)
InvT_Eng.txt: Seventeen Dutch Target Words and their English Source Words
InvT_Fra.txt: Seventeen Dutch Target Words and their French Source Words
MI: Mutual Information
outerec: Recursive Application of the Outer Product
pc_plot: Plotting Parallel Coordinates
pmi: Pointwise Mutual Information
SndT_Eng.txt: Seventeen Dutch Source Words and their English Translations
SndT_Fra.txt: Seventeen Dutch Source Words and their French Translations
svs-package: Tools for Semantic Vector Spaces
tab2dat: Transform a Table into a Data Frame
tab2ind: Transform a Table into an Indicator Matrix
vec2ind: Transform a Vector into an Indicator Matrix
weighting_functions: Weighting Functions

Functions

Ctxt_Dut.txt Man page
Ctxt_Eng.txt Man page
Ctxt_Fra.txt Man page
InvT_Eng.txt Man page
InvT_Fra.txt Man page
MI Man page Source code
PMI Man page Source code
SndT_Eng.txt Man page
SndT_Fra.txt Man page
cd_plot Man page Source code
centers_ca Man page Source code
complete_pvpick Man page Source code
dist_chisq Man page Source code
dist_chisquare Man page Source code
dist_cos Man page Source code
dist_cosine Man page Source code
dist_wrt Man page Source code
dist_wrt_centers Man page Source code
fast_EM Man page Source code
fast_E_M Man page Source code
fast_dca Man page Source code
fast_lca Man page Source code
fast_lsa Man page Source code
fast_lsi Man page Source code
fast_mca Man page Source code
fast_nmf Man page Source code
fast_nmf_Al Man page Source code
fast_nmf_Fr Man page Source code
fast_nmf_KL Man page Source code
fast_plsa Man page Source code
fast_plsi Man page Source code
fast_psa Man page Source code
fast_psi Man page Source code
fast_sca Man page Source code
freq_ca Man page Source code
gw_bin Man page Source code
gw_ent Man page Source code
gw_gfidf Man page Source code
gw_idf Man page Source code
gw_idf_alt Man page Source code
gw_nor Man page Source code
gw_raw Man page Source code
lw_bin Man page Source code
lw_log Man page Source code
lw_raw Man page Source code
lw_tf Man page Source code
mi Man page Source code
outerec Man page Source code
pc_plot Man page Source code
pmi Man page Source code
svs-package Man page
tab2dat Man page Source code
tab2ind Man page Source code
vec2ind Man page Source code
weighting_functions Man page

Files

inst
inst/CITATION
inst/extdata
inst/extdata/InvT_Eng.txt
inst/extdata/SndT_Fra.txt
inst/extdata/Ctxt_Fra.txt
inst/extdata/Ctxt_Dut.txt
inst/extdata/Ctxt_Eng.txt
inst/extdata/InvT_Fra.txt
inst/extdata/SndT_Eng.txt
NAMESPACE
R
R/svs.r
MD5
DESCRIPTION
man
man/SndT_Eng.txt.Rd
man/Ctxt_Fra.txt.Rd
man/fast_nmf.Rd
man/fast_lsa.Rd
man/dist_chisquare.Rd
man/tab2ind.Rd
man/fast_sca.Rd
man/complete_pvpick.Rd
man/vec2ind.Rd
man/fast_mca.Rd
man/pmi.Rd
man/cd_plot.Rd
man/InvT_Fra.txt.Rd
man/dist_wrt.Rd
man/weighting_functions.Rd
man/InvT_Eng.txt.Rd
man/fast_lca.Rd
man/centers_ca.Rd
man/dist_cosine.Rd
man/fast_E_M.Rd
man/svs-package.Rd
man/SndT_Fra.txt.Rd
man/outerec.Rd
man/freq_ca.Rd
man/dist_wrt_centers.Rd
man/pc_plot.Rd
man/MI.Rd
man/tab2dat.Rd
man/fast_dca.Rd
man/Ctxt_Dut.txt.Rd
man/fast_psa.Rd
man/Ctxt_Eng.txt.Rd
svs documentation built on May 19, 2017, 7:39 a.m.

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