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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:
If you want the development version instead then install directly from GitHub:
# install.packages("devtools")
devtools::install_github("EmilHvitfeldt/wordsalad")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>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.