Package: MetaNLP 0.1.3

Maximilian Pilz

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:Nico Bruder [aut], Samuel Zimmermann [aut], Johannes Vey [aut], Maximilian Pilz [aut, cre], Institute of Medical Biometry - University of Heidelberg [cph]

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'))

Peer review:

Bug tracker:https://github.com/imbi-heidelberg/metanlp/issues

2.00 score 1 scripts 143 downloads 9 exports 60 dependencies

Last updated 30 days agofrom:94ef32f382. Checks:OK: 2. Indexed: no.

TargetResultDate
Doc / VignettesOKNov 08 2024
R-4.5-linuxOKNov 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 pageTopics
Delete stop wordsdelete_stop_words delete_stop_words,MetaNLP-method
Delete list of wordsdelete_words delete_words,MetaNLP,character-method
Natural Language Processing for Meta AnalysisMetaNLP MetaNLP-class
Create word cloud from MetaNLP-objectplot,MetaNLP,missing-method
Read and adapt test dataread_test_data read_test_data,MetaNLP-method
Replace special characters in column namesreplace_special_characters replace_special_characters,MetaNLP-method
Select features via elasticnet regularizationselect_features select_features,MetaNLP-method
Summary of MetaNLP-objectssummary,MetaNLP-method
Save the document-term matrixwrite_csv write_csv,MetaNLP-method