_pkgdown.yml

url: https://r-text.org

template:
  package: tidytemplate
  bootstrap: 5
  includes:
    in_header: |
      <script defer data-domain="r-talk.org" src="https://plausible.io/js/plausible.js"></script>
    after_body: |
      <div style="text-align: center; margin-top: 1px;">
        <p>
          <a href="https://harmonyresearchgroup.com" target="_blank">
            <img src="man/figures/harmony_logo_all.png" alt="GitHub" style="height:25px; vertical-align:middle;">
          </a>
        </p>
      </div>

development:
  mode: default

home:
  title: text
  description: Analyses of Text using Transformers from HuggingFace, Natural Language Processing and Machine Learning.
  links:
  - text: Ask a question about text using the r-text tag
    href: https://stackoverflow.com/

authors:
  Oscar Kjell:
    href: https://oscarkjell.se/
  Salvatore Giorgi:
    href: http://www.salvatoregiorgi.com/
  Andrew Schwartz:
    href: https://www3.cs.stonybrook.edu/~has/

twitter:
  icon: "fab fa-twitter fa-lg"
  href: http://twitter.com/OscarKjell

reference:
- title: Installation
  contents:
  - textrpp_install
  - textrpp_install_virtualenv
  - textrpp_uninstall
  - textrpp_initialize
- title: Transform text to word embeddings
  contents:
  - textEmbed
  - textDimName
  - textEmbedRawLayers
  - textEmbedLayerAggregation
  - textEmbedReduce
  - textEmbedStatic
- title: Fine-tuning models
  contents:
  - textFineTuneTask
  - textFineTuneDomain
- title: Text language analysis tasks
  contents:
  - textGeneration
  - textNER
  - textSum
  - textQA
  - textTranslate
  - textZeroShot
- title: The text-train functions
  contents:
    - textTrain
    - textTrainLists
    - textTrainRegression
    - textTrainRandomForest
    - textTrainN
    - textTrainNPlot
    - textTrainExamples
- title: The text-predict functions
  contents:
    - textPredict
    - textAssess
    - textClassify
    - textPredictExamples
    - textPredictTest
    - textPredictAll
    - textLBAM
- title: Semantic similarities and distances functions
  contents:
    - textSimilarity
    - textDistance
    - textSimilarityMatrix
    - textDistanceMatrix
    - textSimilarityNorm
    - textDistanceNorm
- title: Visualise words in the word embedding space
  contents:
    - textProjection
    - textPlot
    - textProjectionPlot
#    - textWordPrediction
    - textCentrality
    - textCentralityPlot
    - textPCA
    - textPCAPlot
- title: BERTopics
  contents:
    - textTopics
    - textTopicsTest
    - textTopicsWordcloud
    - textTopicsReduce
    - textTopicsTree
- title: View or delete downloaded HuggingFace models
  contents:
  - textModels
  - textModelLayers
  - textModelsRemove
- title: Miscellaneous
  contents:
    - textDescriptives
    - textClean
    - textTokenize
    - textTokenizeAndCount
    - textDomainCompare
    - textFindNonASCII
    - textCleanNonASCII
- title: Example Data
  contents:
    - Language_based_assessment_data_8
    - word_embeddings_4
    - raw_embeddings_1
    - Language_based_assessment_data_3_100
    - DP_projections_HILS_SWLS_100
    - centrality_data_harmony
    - PC_projections_satisfactionwords_40


articles:
- title: Set-up
  navbar: ~
  contents:
  - LBAM
  - huggingface_in_r_extended_installation_guide
  - singularity_transformers_container
  - huggingface_in_r_and_computer_capacity
  - removing_huggingface_transformers_cache_files
- title: Tutorials
  desc: >
    These tutorials go into detail about various text-analyses.
  contents:
  - huggingface_in_r
  - psychological_methods
  - lbam_tutorial
  - implicit_motives_tutorial
- title: Comments
  desc: >
    General comments about text-analyses.
  contents:
  - pre_registration_and_transformers

news:
   one_page: true
   cran_dates: true