Various tools for semantic vector spaces, such as correspondence analysis (simple, multiple and discriminant), latent semantic analysis, probabilistic latent semantic analysis, nonnegative matrix factorization, latent class analysis and EM clustering. Furthermore, there are specialized distance measures, plotting functions and some helper functions.
Author  Koen Plevoets [aut, cre] 
Date of publication  20160113 17:26:11 
Maintainer  Koen Plevoets <koen.plevoets@ugent.be> 
License  GPL3 
Version  1.1.0 
Package repository  View on CRAN 
Installation  Install the latest version of this package by entering the following in R:



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 Chisquare 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: Nonnegative 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  
svspackage: 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 
svspackage  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/svspackage.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 
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