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wordsalad

R build status Lifecycle: experimental

The goal of wordsalad is to provide a unified interface for word embedding methods to produce word vectors. wordsalad doesn’t provide the implementation of these methods, only a unified interface. For more information on the specific method please refer to the documentation.

Goals of this package are:

Installation

If you want the development version instead then install directly from GitHub:

# install.packages("devtools")
devtools::install_github("EmilHvitfeldt/wordsalad")

Example

library(wordsalad)

glove(fairy_tales)
#> # A tibble: 451 x 11
#>    tokens     V1     V2     V3      V4      V5      V6     V7      V8      V9
#>    <chr>   <dbl>  <dbl>  <dbl>   <dbl>   <dbl>   <dbl>  <dbl>   <dbl>   <dbl>
#>  1 "\"Do" -0.315 -0.699 -0.287  0.466   0.321   0.568   0.179 -0.0679 -1.00  
#>  2 "\"Go… -0.708 -0.983  0.464  0.589  -0.630   0.446  -1.03   0.447  -0.187 
#>  3 "\"He" -0.199 -0.592  0.259  0.157   0.224   0.456   0.127  0.177  -0.655 
#>  4 "\"He… -0.179 -0.690 -0.539  0.376  -0.367  -0.0658  0.378  0.302  -0.557 
#>  5 "\"Oh" -0.812 -0.327  0.640  1.11   -0.251   0.478  -0.229 -0.242  -0.538 
#>  6 "\"Th… -1.18   0.168 -0.246 -0.189   0.193   0.670   0.171 -0.0168 -0.585 
#>  7 "\"Ye… -0.245 -0.669  0.281  0.0824  0.343   0.977  -0.364  0.695  -0.768 
#>  8 "-"    -0.349 -0.412  0.701  0.501  -0.0532  0.704  -0.248  0.361  -0.757 
#>  9 "All"  -0.218 -0.669 -0.309  0.272  -0.122   0.277  -0.241 -0.0569  0.0158
#> 10 "You"  -0.843 -0.921  0.219  0.112   0.504   0.551   0.184  0.655  -0.958 
#> # … with 441 more rows, and 1 more variable: V10 <dbl>

Code of Conduct

Please note that the wordsalad project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.