GitHub - EmilHvitfeldt/smltar: Manuscript of the book "Supervised Machine Learning for Text Analysis in R" by Emil Hvitfeldt and Julia Silge

This is the repository for the book Supervised Machine Learning for Text Analysis in R, by Emil Hvitfeldt and Julia Silge.

Please note that this work is written under a Contributor Code of Conduct and the online version is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. By participating in this project (for example, by submitting an issue with suggestions or edits) you agree to abide by its terms.

Name		Name	Last commit message	Last commit date
Latest commit History 1,118 Commits
.github		.github
data-raw		data-raw
data		data
diagram-files		diagram-files
docs		docs
images		images
inst		inst
latex		latex
renv		renv
.Rprofile		.Rprofile
.gitattributes		.gitattributes
.gitignore		.gitignore
01_model_language.Rmd		01_model_language.Rmd
02_tokenization.Rmd		02_tokenization.Rmd
03_stopwords.Rmd		03_stopwords.Rmd
04_stemming.Rmd		04_stemming.Rmd
05_word_embeddings.Rmd		05_word_embeddings.Rmd
06_ml_regression.Rmd		06_ml_regression.Rmd
07_ml_classification.Rmd		07_ml_classification.Rmd
08_dl_dnn.Rmd		08_dl_dnn.Rmd
09_dl_lstm.Rmd		09_dl_lstm.Rmd
10_dl_cnn.Rmd		10_dl_cnn.Rmd
11_conclusion.Rmd		11_conclusion.Rmd
12_regex.Rmd		12_regex.Rmd
13_data.Rmd		13_data.Rmd
14_baseline_classifier.Rmd		14_baseline_classifier.Rmd
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
DESCRIPTION		DESCRIPTION
LICENSE.md		LICENSE.md
README.md		README.md
_bookdown.yml		_bookdown.yml
_common.R		_common.R
_output.yml		_output.yml
book.bib		book.bib
book.js		book.js
bookdown.rds		bookdown.rds
cnn-spec.R		cnn-spec.R
contributors.csv		contributors.csv
cover.jpg		cover.jpg
dl_preface.Rmd		dl_preface.Rmd
flag.svg		flag.svg
header.html		header.html
index.Rmd		index.Rmd
krantz.cls		krantz.cls
ml_preface.Rmd		ml_preface.Rmd
netlify.toml		netlify.toml
notes.svg		notes.svg
package.svg		package.svg
packages.bib		packages.bib
references.Rmd		references.Rmd
render_smltar.R		render_smltar.R
renv.lock		renv.lock
smltar.Rproj		smltar.Rproj
smltar.css		smltar.css
style.css		style.css
taylor-and-francis-chicago-author-date.csl		taylor-and-francis-chicago-author-date.csl
toc.css		toc.css
turn_off.R		turn_off.R

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