Package: MetaNLP 0.1.3
MetaNLP: Natural Language Processing for Meta Analysis
Given a CSV file with titles and abstracts, the package creates a document-term matrix that is lemmatized and stemmed and can directly be used to train machine learning methods for automatic title-abstract screening in the preparation of a meta analysis.
Authors:
MetaNLP_0.1.3.tar.gz
MetaNLP_0.1.3.tar.gz(r-4.5-noble)MetaNLP_0.1.3.tar.gz(r-4.4-noble)
MetaNLP_0.1.3.tgz(r-4.4-emscripten)MetaNLP_0.1.3.tgz(r-4.3-emscripten)
MetaNLP.pdf |MetaNLP.html✨
MetaNLP/json (API)
NEWS
# Install 'MetaNLP' in R: |
install.packages('MetaNLP', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/imbi-heidelberg/metanlp/issues
Last updated 30 days agofrom:94ef32f382. Checks:OK: 2. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 08 2024 |
R-4.5-linux | OK | Nov 08 2024 |
Exports:delete_stop_wordsdelete_wordsMetaNLPplotread_test_datareplace_special_charactersselect_featuressummarywrite_csv
Dependencies:BHclicodetoolscpp11data.tabledigestdplyrdttenglishfansifastmatchforeachgenericsglmnetgluehunspellISOcodesiteratorsjsonlitekoRpuskoRpus.lang.enlatticelexiconlifecyclemagrittrMatrixmgsubNLPpillarpkgconfigpurrrqdapRegexquantedaR6RcppRcppEigenrlangshapeslamSnowballCstopwordsstringistringrsurvivalsyllysylly.ensyuzhettextcleantextshapetextstemtibbletidyrtidyselecttmutf8vctrswithrxml2yamlzoo
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Delete stop words | delete_stop_words delete_stop_words,MetaNLP-method |
Delete list of words | delete_words delete_words,MetaNLP,character-method |
Natural Language Processing for Meta Analysis | MetaNLP MetaNLP-class |
Create word cloud from MetaNLP-object | plot,MetaNLP,missing-method |
Read and adapt test data | read_test_data read_test_data,MetaNLP-method |
Replace special characters in column names | replace_special_characters replace_special_characters,MetaNLP-method |
Select features via elasticnet regularization | select_features select_features,MetaNLP-method |
Summary of MetaNLP-objects | summary,MetaNLP-method |
Save the document-term matrix | write_csv write_csv,MetaNLP-method |