wordspace: Distributional Semantic Models in R
Version 0.2-1

An interactive laboratory for research on distributional semantic models ('DSM', see for more information).

Browse man pages Browse package API and functions Browse package files

AuthorStefan Evert [http://www.stefan-evert.de/]
Date of publication2017-03-25 08:32:13
MaintainerStefan Evert <stefan.evert@fau.de>
LicenseGPL-3
Version0.2-1
URL http://wordspace.r-forge.r-project.org/
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("wordspace", repos="http://R-Forge.R-project.org")

Man pages

as_distmat: Mark an arbitrary matrix as a pre-computed 'dist.matrix'...
as_dsm: Create DSM Object From Various R Data Structures (wordspace)
as_dsm_tm: Create DSM Object From 'tm' Package (wordspace)
check_dsm: Validate Internal Structure of DSM Object (wordspace)
context_vectors: Compute Bag-of-Words Context Vectors (wordspace)
convert_lemma: Transform CWB/Penn-Style Lemmas into Other Notation Formats...
dim_dsm: Dimensions of a DSM Object (wordspace)
dist_matrix: Distances/Similarities between Row or Column Vectors...
dsm: Create DSM Object Representing a Distributional Semantic...
dsm_canonical_matrix: Canonical Formats for a DSM Co-occurrence Matrix (wordspace)
DSM_GoodsMatrix: A Scored Co-occurrence Matrix of Nouns Denoting Goods...
DSM_HieroglyphsMatrix: A Small Co-occurrence Matrix (wordspace)
dsm_projection: Reduce Dimensionality of DSM by Subspace Projection...
dsm_score: Weighting, Scaling and Normalisation of Co-occurrence Matrix...
DSM_SingularValues: Typical Singular Values of a Term-Context Matrix (wordspace)
DSM_TermContextMatrix: Example of a Term-Context Co-occurrence Matrix (wordspace)
DSM_TermTermMatrix: Example of a Term-Term Co-occurrence Matrix (wordspace)
DSM_Vectors: Pre-Compiled DSM Vectors for Selected Words (wordspace)
DSM_VerbNounTriples_BNC: Verb-Noun Co-occurrence Frequencies from British National...
ESSLLI08_Nouns: Noun Clustering Task from ESSLLI 2008 (wordspace)
eval_clustering: Evaluate DSM on Clustering Task (wordspace)
eval_multiple_choice: Evaluate DSM on Multiple Choice Task (wordspace)
eval_similarity_correlation: Evaluate DSM on Correlation with Similarity Ratings...
head_dist_matrix: Return the Top Left Corner of a Distance Matrix (wordspace)
head_dsm: Return the Top Left Corner of a DSM Matrix (wordspace)
match_split: Find Parallel Matches for Values in Groups (wordspace)
merge_dsm: Merge Rows or Columns from Different DSM Objects (wordspace)
nearest_neighbours: Find Nearest Neighbours in DSM Space (wordspace)
normalize_rows: Normalize Rows or Columns of Matrix to Unit Length...
pair_distances: Semantic Distances Between Word Pairs (wordspace)
plot_dist_matrix: Plotting Distance Matrices (wordspace)
plot_similarity_correlation: Printing and Plotting Similarity Correlation Evaluation...
print_dsm: Print Information About DSM Object (wordspace)
rbind_dsm: Combine DSM Objects by Rows and Columns (wordspace)
read_dsm_triplet: Load DSM Data from Triplet Representation (wordspace)
read_dsm_ucs: Load Raw DSM Data from Disk Files in UCS Export Format...
RG65: Similarity Ratings for 65 Noun Pairs (wordspace)
rowNorms: Compute Norms of Row and Column Vectors of a Matrix...
rsvd: Randomized Singular Value Decomposition (wordspace)
scale_margins: Scale Rows and/or Columns of a Matrix (wordspace)
SemCorWSD: SemCor Word Sense Disambiguation Task (wordspace)
subset_dsm: Subsetting Distributional Semantic Models (wordspace)
t_dsm: Swap the Rows and Columns of a DSM Object (wordspace)
WordSim353: Similarity Ratings for 351 Noun Pairs (wordspace)
wordspace_openmp: Control multi-core processing in wordspace functions...
wordspace-package: Distributional Semantic Models in R (wordspace)

Functions

CPP_col_dist_dense Source code
CPP_col_dist_sparse Source code
CPP_col_norms_dense Source code
CPP_col_norms_sparse Source code
CPP_dsm_score_dense Source code
CPP_dsm_score_sparse Source code
CPP_get_openmp_threads Source code
CPP_random_indexing_sparse Source code
CPP_row_norms_dense Source code
CPP_row_norms_sparse Source code
CPP_scale_margins_dense Source code
CPP_scale_margins_sparse Source code
CPP_set_openmp_threads Source code
CPP_similarity_to_distance Source code
DSM_GoodsMatrix Man page
DSM_HieroglyphsMatrix Man page
DSM_SingularValues Man page
DSM_TermContext Man page
DSM_TermContextMatrix Man page
DSM_TermTerm Man page
DSM_TermTermMatrix Man page
DSM_Vectors Man page
DSM_VerbNounTriples_BNC Man page
ESSLLI08_Nouns Man page
RG65 Man page
SemCorWSD Man page
WordSim353 Man page
access.file Source code
as.distmat Man page Source code
as.distmat.dsm Man page Source code
as.distmat.matrix Man page Source code
as.distmat.sparseMatrix Man page Source code
as.dsm Man page Source code
as.dsm.DocumentTermMatrix Man page
as.dsm.TermDocumentMatrix Man page Source code
bind.marginals Source code
cbind.dsm Man page Source code
check.dsm Man page Source code
check.norm Source code
cluster.entropy Source code
cluster.purity Source code
colNorms Man page Source code
combine.marginals Source code
complain.about.words Source code
context.vectors Man page Source code
convert.lemma Man page Source code
dim.dsm Man page Source code
dist.matrix Man page Source code
dsm Man page Source code
dsm-object Man page
dsm.canonical.matrix Man page Source code
dsm.is.canonical Man page Source code
dsm.projection Man page Source code
dsm.score Man page Source code
eval.clustering Man page Source code
eval.multiple.choice Man page Source code
eval.similarity.correlation Man page Source code
find.canonical.matrix Source code
head.dist.matrix Man page Source code
head.dsm Man page Source code
majority.class Source code
match.split Man page Source code
merge.dsm Man page Source code
nearest.neighbors Man page
nearest.neighbours Man page Source code
normalize.cols Man page Source code
normalize.rows Man page Source code
open.archive Source code
pair.distances Man page Source code
pair.ranks Source code
plot.dist.matrix Man page Source code
plot.eval.similarity.correlation Man page Source code
print.dsm Man page Source code
print.eval.similarity.correlation Man page Source code
rbind.dsm Man page Source code
read.delim.raw Source code
read.dsm.triplet Man page Source code
read.dsm.ucs Man page Source code
rowNorms Man page Source code
rsvd Man page Source code
scaleMargins Man page Source code
subset.dsm Man page Source code
t.dsm Man page Source code
wordspace Man page
wordspace-package Man page
wordspace.openmp Man page Source code

Files

DESCRIPTION
NAMESPACE
NEWS
R
R/RcppExports.R
R/as_distmat.R
R/as_dsm.R
R/as_dsm_tm.R
R/bind_merge_dsm.R
R/bind_merge_utils.R
R/check_dsm.R
R/context_vectors.R
R/convert_lemma.R
R/dim_dsm.R
R/dist_matrix.R
R/dsm.R
R/dsm_canonical_matrix.R
R/dsm_projection.R
R/dsm_score.R
R/eval_clustering.R
R/eval_multiple_choice.R
R/eval_similarity_correlation.R
R/head_dist_matrix.R
R/head_dsm.R
R/match_split.R
R/nearest_neighbours.R
R/normalize_rows.R
R/pair_distances.R
R/plot_dist_matrix.R
R/print_dsm.R
R/read_delim_raw.R
R/read_dsm_triplet.R
R/read_dsm_ucs.R
R/rowNorms.R
R/rsvd.R
R/scale_margins.R
R/subset_dsm.R
R/t_dsm.R
R/wordspace_openmp.R
R/zzz.R
build
build/vignette.rds
data
data/DSM_GoodsMatrix.rda
data/DSM_HieroglyphsMatrix.rda
data/DSM_SingularValues.rda
data/DSM_TermContext.rda
data/DSM_TermContextMatrix.rda
data/DSM_TermTerm.rda
data/DSM_TermTermMatrix.rda
data/DSM_Vectors.rda
data/DSM_VerbNounTriples_BNC.rda
data/ESSLLI08_Nouns.rda
data/RG65.rda
data/SemCorWSD.rda
data/WordSim353.rda
data/datalist
inst
inst/CITATION
inst/doc
inst/doc/wordspace-intro.Rmd
inst/doc/wordspace-intro.html
inst/extdata
inst/extdata/term_context_marginals.txt.gz
inst/extdata/term_context_marginals_noheader.txt
inst/extdata/term_context_triplets.gz
inst/extdata/term_context_ucs
inst/extdata/term_context_ucs/M.mtx.gz
inst/extdata/term_context_ucs/cols.tbl.gz
inst/extdata/term_context_ucs/globals.tbl.gz
inst/extdata/term_context_ucs/rows.tbl.gz
inst/extdata/tokens_latin2.txt
inst/extdata/tokens_utf16.txt
inst/extdata/tokens_utf8.txt
man
man/DSM_GoodsMatrix.Rd
man/DSM_HieroglyphsMatrix.Rd
man/DSM_SingularValues.Rd
man/DSM_TermContextMatrix.Rd
man/DSM_TermTermMatrix.Rd
man/DSM_Vectors.Rd
man/DSM_VerbNounTriples_BNC.Rd
man/ESSLLI08_Nouns.Rd
man/RG65.Rd
man/SemCorWSD.Rd
man/WordSim353.Rd
man/as_distmat.Rd
man/as_dsm.Rd
man/as_dsm_tm.Rd
man/check_dsm.Rd
man/context_vectors.Rd
man/convert_lemma.Rd
man/dim_dsm.Rd
man/dist_matrix.Rd
man/dsm.Rd
man/dsm_canonical_matrix.Rd
man/dsm_projection.Rd
man/dsm_score.Rd
man/eval_clustering.Rd
man/eval_multiple_choice.Rd
man/eval_similarity_correlation.Rd
man/head_dist_matrix.Rd
man/head_dsm.Rd
man/match_split.Rd
man/merge_dsm.Rd
man/nearest_neighbours.Rd
man/normalize_rows.Rd
man/pair_distances.Rd
man/plot_dist_matrix.Rd
man/plot_similarity_correlation.Rd
man/print_dsm.Rd
man/rbind_dsm.Rd
man/read_dsm_triplet.Rd
man/read_dsm_ucs.Rd
man/rowNorms.Rd
man/rsvd.Rd
man/scale_margins.Rd
man/subset_dsm.Rd
man/t_dsm.Rd
man/wordspace-package.Rd
man/wordspace_openmp.Rd
src
src/Makevars
src/RcppExports.cpp
src/parts
src/parts/HEADER
src/parts/am.cpp
src/parts/am.h
src/parts/col_dist.cpp
src/parts/globals.h
src/parts/openmp.cpp
src/parts/random_indexing.cpp
src/parts/row_norms.cpp
src/parts/scale_margins.cpp
src/parts/score.cpp
src/parts/sim2dist.cpp
src/wordspace.cpp
tests
tests/dist_matrix.R
tests/dsm_projection.R
tests/dsm_score.R
tests/evaluation.R
tests/file_formats.R
tests/nearest_neighbours.R
tests/pair_distances.R
tests/scale_margins.R
tests/subset.R
vignettes
vignettes/wordspace-intro.Rmd
wordspace documentation built on May 21, 2017, 1:32 a.m.