Change dimension names

textDimName() changes the names of the dimensions in the word embeddings.

textDimName(word_embeddings, dim_names = TRUE)

Arguments

word_embeddings

List of word embeddings

dim_names

(boolean) If TRUE the word embedding name will be attached to the name of each dimension; is FALSE, the attached part of the name will be removed.

Value

Word embeddings with changed names.

See also

see textEmbed

Examples

# \donttest{
# Note that dimensions are called Dim1_harmonytexts etc.
word_embeddings_4$texts$harmonytexts
#> # A tibble: 40 × 10
#>    Dim1_harmonytexts Dim2_harmonytexts Dim3_harmonytexts Dim4_harmonytexts
#>                <dbl>             <dbl>             <dbl>             <dbl>
#>  1           0.421             0.00160         -0.000949          -0.00953
#>  2          -0.00679           0.0737           0.311             -0.103  
#>  3           0.119            -0.0586           0.391             -0.160  
#>  4          -0.0370            0.234            0.230             -0.0742 
#>  5           0.172             0.0862           0.382             -0.256  
#>  6           0.210             0.260           -0.0605            -0.0254 
#>  7           0.487             0.269            0.147              0.0644 
#>  8           0.359             0.0775           0.0650            -0.135  
#>  9           0.219             0.231            0.280             -0.0616 
#> 10           0.0794            0.389            0.222             -0.292  
#> # ℹ 30 more rows
#> # ℹ 6 more variables: Dim5_harmonytexts <dbl>, Dim6_harmonytexts <dbl>,
#> #   Dim7_harmonytexts <dbl>, Dim8_harmonytexts <dbl>, Dim9_harmonytexts <dbl>,
#> #   Dim10_harmonytexts <dbl>
# Here they are changed to just Dim
w_e_T <- textDimName(word_embeddings_4$texts["harmonytexts"],
  dim_names = FALSE
)
# Here they are changed back
w_e_F <- textDimName(w_e_T, dim_names = TRUE)
# }