View source: R/embed-all-the-things.R
starspace_load_model | R Documentation |
Load a Starspace model
starspace_load_model( object, method = c("ruimtehol", "tsv-data.table", "binary"), ... )
object |
the path to a Starspace model on disk |
method |
character indicating the method of loading. Possible values are 'ruimtehol', 'binary' and 'tsv-data.table'. Defaults to 'ruimtehol'.
|
... |
further arguments passed on to |
an object of class textspace
starspace_save_model
data(dekamer, package = "ruimtehol") dekamer$text <- strsplit(dekamer$question, "\\W") dekamer$text <- lapply(dekamer$text, FUN = function(x) x[x != ""]) dekamer$text <- sapply(dekamer$text, FUN = function(x) paste(x, collapse = " ")) dekamer$target <- as.factor(dekamer$question_theme_main) codes <- data.frame(code = seq_along(levels(dekamer$target)), label = levels(dekamer$target), stringsAsFactors = FALSE) dekamer$target <- as.integer(dekamer$target) set.seed(123456789) model <- embed_tagspace(x = dekamer$text, y = dekamer$target, early_stopping = 0.8, dim = 10, minCount = 5) starspace_save_model(model, file = "textspace.ruimtehol", method = "ruimtehol", labels = codes) model <- starspace_load_model("textspace.ruimtehol", method = "ruimtehol") ## clean up for cran file.remove("textspace.ruimtehol")
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