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.
Package details |
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Author | J. T. Atria |
Maintainer | J. T. Atria <jtatria@gmail.com> |
License | GPL v3.0 |
Version | 0.1.0 |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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