jtatria/wspaces: Construction and analysis of semantic space models

A package for the construction of distributional semantic models, developed with a focus on speed and modularity. Provides an R interface to a Lucene index for the compilation of distributional information, a set of standards for the construction and manipulation of lexical datasets, facilities for diachronic analysis across corpus partitions from provenance meta-data, and numerical procedures for the production of semantic network and vector space models. Computationally intense operations are coded in C++ using Rcpp, following a standard interface to allow different computing back-ends in order to take advantage of parallel computation (using RcppParallel) or GPU processing (using CUDA/OpenCL) where available. The focus on speed facilitates rapid iteration for exploratory analyses of different models' parameter spaces.

Getting started

Package details

AuthorJ. T. Atria
MaintainerJ. T. Atria <[email protected]>
LicenseGPL v3.0
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("jtatria/wspaces")
jtatria/wspaces documentation built on July 5, 2018, 1:47 p.m.