fastText (version 1.0.4)

plot_progress_logs: Plot the progress of loss, learning-rate and word-counts

Description

Plot the progress of loss, learning-rate and word-counts

Usage

plot_progress_logs(path_logs = "progress_data.txt", plot = FALSE)

Value

an object of class data.frame that includes the progress logs with columns 'progress', 'words_sec_thread', 'learning_rate' and 'loss'

Arguments

path_logs

a character string specifying a valid path to a file where the progress-logs are saved

plot

a boolean specifying if the loss, learning-rate and word-counts should be plotted

References

http://www.cookbook-r.com/Graphs/Multiple_graphs_on_one_page_(ggplot2)/

Examples

if (FALSE) {

library(fastText)

#-----------------------------------------------------------------
# the 'progress_data.txt' file corresponds to the 'path_output'
# parameter of the 'fasttext_interface()'. Therefore the user has
# to run first the 'fasttext_interface()' function to save the
# 'progress_data.txt' file to the desired folder.
#-----------------------------------------------------------------

res = plot_progress_logs(path = file.path(tempdir(), "progress_data.txt"),
                         plot = TRUE)

}