wordspace0.2-9 package

Distributional Semantic Models in R

as_distmat

Mark an arbitrary matrix as a pre-computed dist.matrix object (words...

as_dsm

Create DSM Object From Various R Data Structures (wordspace)

as_dsm_tm

Create DSM Object From tm Package (wordspace)

as_matrix_dsm

Extract Matrix from DSM Object (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 (wordspace...

dim_dsm

Dimensions of a DSM Object (wordspace)

dimnames_dsm

Dimnames of a DSM Object (wordspace)

dist_matrix

Distances/Similarities between Row or Column Vectors (wordspace)

dsm

Create DSM Object Representing a Distributional Semantic Model (wordsp...

dsm_canonical_matrix

Canonical Formats for a DSM Co-occurrence Matrix (wordspace)

dsm_projection

Reduce Dimensionality of DSM by Subspace Projection (wordspace)

dsm_score

Weighting, Scaling and Normalisation of Co-occurrence Matrix (wordspac...

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 (wordspace)

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 (wordspace)

pair_distances

Semantic Distances Between Word Pairs (wordspace)

plot_dist_matrix

Plotting Distance Matrices (wordspace)

plot_similarity_correlation

Printing and Plotting Similarity Correlation Evaluation Results (words...

print_dsm

Print Information About DSM Object (wordspace)

rbind_dsm

Combine DSM Objects by Rows and Columns (wordspace)

read_dsm_matrix

Load DSM Matrix from File (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 (wordspace)

rowNorms

Compute Norms of Row and Column Vectors of a Matrix (wordspace)

rsvd

Randomized Singular Value Decomposition (wordspace)

scale_margins

Scale Rows and/or Columns of a Matrix (wordspace)

signcount

Efficiently Count Positive, Negative and Zero Values (wordspace)

subset_dsm

Subsetting Distributional Semantic Models (wordspace)

t_dsm

Swap the Rows and Columns of a DSM Object (wordspace)

wordspace-package

Distributional Semantic Models in R (wordspace)

wordspace_openmp

Control multi-core processing in wordspace functions (wordspace)

write_dsm_matrix

Export DSM Matrix to File (wordspace)

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