wordspace: Distributional Semantic Models in R

An interactive laboratory for research on distributional semantic models ('DSM', see <https://en.wikipedia.org/wiki/Distributional_semantics> for more information).

AuthorStefan Evert [http://www.stefan-evert.de/]
Date of publication2016-08-13 18:12:55
MaintainerStefan Evert <stefan.evert@fau.de>
LicenseGPL-3
Version0.2-0
http://wordspace.r-forge.r-project.org/

View on CRAN

Man pages

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

as.dsm Man page
as.dsm.DocumentTermMatrix Man page
as.dsm.TermDocumentMatrix Man page
cbind.dsm Man page
check.dsm Man page
colNorms Man page
context.vectors Man page
convert.lemma Man page
dim.dsm Man page
dist.matrix Man page
dsm Man page
dsm.canonical.matrix Man page
DSM_GoodsMatrix Man page
DSM_HieroglyphsMatrix Man page
dsm.is.canonical Man page
dsm-object Man page
dsm.projection Man page
dsm.score 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
eval.clustering Man page
eval.multiple.choice Man page
eval.similarity.correlation Man page
head.dist.matrix Man page
head.dsm Man page
match.split Man page
merge.dsm Man page
nearest.neighbors Man page
nearest.neighbours Man page
normalize.cols Man page
normalize.rows Man page
pair.distances Man page
plot.dist.matrix Man page
plot.eval.similarity.correlation Man page
print.dsm Man page
print.eval.similarity.correlation Man page
rbind.dsm Man page
read.dsm.triplet Man page
read.dsm.ucs Man page
RG65 Man page
rowNorms Man page
rsvd Man page
scaleMargins Man page
SemCorWSD Man page
subset.dsm Man page
t.dsm Man page
WordSim353 Man page
wordspace Man page
wordspace.openmp Man page
wordspace-package Man page

Files

wordspace
wordspace/inst
wordspace/inst/CITATION
wordspace/inst/extdata
wordspace/inst/extdata/tokens_utf16.txt
wordspace/inst/extdata/tokens_utf8.txt
wordspace/inst/extdata/term_context_ucs
wordspace/inst/extdata/term_context_ucs/cols.tbl.gz
wordspace/inst/extdata/term_context_ucs/M.mtx.gz
wordspace/inst/extdata/term_context_ucs/rows.tbl.gz
wordspace/inst/extdata/term_context_ucs/globals.tbl.gz
wordspace/inst/extdata/term_context_marginals_noheader.txt
wordspace/inst/extdata/term_context_triplets.gz
wordspace/inst/extdata/term_context_marginals.txt.gz
wordspace/inst/extdata/tokens_latin2.txt
wordspace/inst/doc
wordspace/inst/doc/wordspace-intro.html
wordspace/inst/doc/wordspace-intro.R
wordspace/inst/doc/wordspace-intro.Rmd
wordspace/tests
wordspace/tests/dsm_score.R
wordspace/tests/subset.R
wordspace/tests/dsm_projection.R
wordspace/tests/nearest_neighbours.R
wordspace/tests/file_formats.R
wordspace/tests/dist_matrix.R
wordspace/tests/scale_margins.R
wordspace/src
wordspace/src/Makevars
wordspace/src/parts
wordspace/src/parts/col_dist.cpp
wordspace/src/parts/scale_margins.cpp
wordspace/src/parts/row_norms.cpp
wordspace/src/parts/HEADER
wordspace/src/parts/score.cpp
wordspace/src/parts/am.h
wordspace/src/parts/random_indexing.cpp
wordspace/src/parts/openmp.cpp
wordspace/src/parts/globals.h
wordspace/src/parts/sim2dist.cpp
wordspace/src/parts/am.cpp
wordspace/src/wordspace.cpp
wordspace/src/RcppExports.cpp
wordspace/NAMESPACE
wordspace/NEWS
wordspace/data
wordspace/data/DSM_Vectors.rda
wordspace/data/DSM_HieroglyphsMatrix.rda
wordspace/data/DSM_TermTermMatrix.rda
wordspace/data/WordSim353.rda
wordspace/data/DSM_TermContext.rda
wordspace/data/ESSLLI08_Nouns.rda
wordspace/data/datalist
wordspace/data/RG65.rda
wordspace/data/DSM_VerbNounTriples_BNC.rda
wordspace/data/SemCorWSD.rda
wordspace/data/DSM_TermTerm.rda
wordspace/data/DSM_GoodsMatrix.rda
wordspace/data/DSM_SingularValues.rda
wordspace/data/DSM_TermContextMatrix.rda
wordspace/R
wordspace/R/dsm_score.R wordspace/R/eval_clustering.R wordspace/R/dim_dsm.R wordspace/R/print_dsm.R wordspace/R/eval_multiple_choice.R wordspace/R/read_delim_raw.R wordspace/R/context_vectors.R wordspace/R/dsm_projection.R wordspace/R/read_dsm_triplet.R wordspace/R/read_dsm_ucs.R wordspace/R/plot_dist_matrix.R wordspace/R/head_dsm.R wordspace/R/nearest_neighbours.R wordspace/R/match_split.R wordspace/R/rowNorms.R wordspace/R/normalize_rows.R wordspace/R/pair_distances.R wordspace/R/dsm_canonical_matrix.R wordspace/R/check_dsm.R wordspace/R/RcppExports.R wordspace/R/head_dist_matrix.R wordspace/R/wordspace_openmp.R wordspace/R/dist_matrix.R wordspace/R/as_dsm.R wordspace/R/as_dsm_tm.R wordspace/R/convert_lemma.R wordspace/R/scale_margins.R wordspace/R/eval_similarity_correlation.R wordspace/R/subset_dsm.R wordspace/R/rsvd.R wordspace/R/bind_merge_dsm.R wordspace/R/t_dsm.R wordspace/R/dsm.R wordspace/R/zzz.R wordspace/R/bind_merge_utils.R
wordspace/vignettes
wordspace/vignettes/wordspace-intro.Rmd
wordspace/MD5
wordspace/build
wordspace/build/vignette.rds
wordspace/DESCRIPTION
wordspace/man
wordspace/man/wordspace_openmp.Rd wordspace/man/check_dsm.Rd wordspace/man/convert_lemma.Rd wordspace/man/eval_clustering.Rd wordspace/man/dsm_projection.Rd wordspace/man/pair_distances.Rd wordspace/man/dist_matrix.Rd wordspace/man/DSM_Vectors.Rd wordspace/man/dsm_score.Rd wordspace/man/ESSLLI08_Nouns.Rd wordspace/man/dsm.Rd wordspace/man/rowNorms.Rd wordspace/man/DSM_TermTermMatrix.Rd wordspace/man/as_dsm.Rd wordspace/man/context_vectors.Rd wordspace/man/merge_dsm.Rd wordspace/man/SemCorWSD.Rd wordspace/man/subset_dsm.Rd wordspace/man/wordspace-package.Rd wordspace/man/as_dsm_tm.Rd wordspace/man/scale_margins.Rd wordspace/man/eval_similarity_correlation.Rd wordspace/man/DSM_HieroglyphsMatrix.Rd wordspace/man/print_dsm.Rd wordspace/man/match_split.Rd wordspace/man/rbind_dsm.Rd wordspace/man/t_dsm.Rd wordspace/man/nearest_neighbours.Rd wordspace/man/rsvd.Rd wordspace/man/normalize_rows.Rd wordspace/man/dim_dsm.Rd wordspace/man/DSM_VerbNounTriples_BNC.Rd wordspace/man/plot_similarity_correlation.Rd wordspace/man/RG65.Rd wordspace/man/plot_dist_matrix.Rd wordspace/man/DSM_SingularValues.Rd wordspace/man/eval_multiple_choice.Rd wordspace/man/DSM_TermContextMatrix.Rd wordspace/man/dsm_canonical_matrix.Rd wordspace/man/head_dsm.Rd wordspace/man/WordSim353.Rd wordspace/man/head_dist_matrix.Rd wordspace/man/DSM_GoodsMatrix.Rd wordspace/man/read_dsm_triplet.Rd wordspace/man/read_dsm_ucs.Rd

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