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_pkgdown.yml
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_pkgdown.yml
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url: https://r-text.org
development:
# mode: release
# mode: auto
mode: default
# mode: unreleased
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/
template:
opengraph:
image:
src: man/figures/logo.png
alt: "text analyzes using huggingface transformers"
twitter:
creator: "@oscarkjell"
# site: "@rstudio"
card: summary_large_image
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
- title: The text-predict functions
contents:
- textPredict
- textAssess
- textClassify
- textPredictTest
- textPredictAll
- 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
- 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
- title: Comments
desc: >
General comments about text-analyses.
contents:
- pre_registration_and_transformers
news:
one_page: true
cran_dates: true