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Analyses of Text using Transformers Models from HuggingFace, Natural Language Processing and Machine Learning

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.github/workflows/RCMD.yaml

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DESCRIPTION

NAMESPACE

NEWS.md

R/.DS_Store

R/0_0_1_text_initialize.R R/0_0_text_install.R R/0_1_globals.R R/0_2_privateFunctions.R R/0_3_textModels.R R/1_0_textDescriptives.R R/1_1_textEmbed.R R/1_2_textEmbedStatic.R R/1_3_textEmbedReduce.R R/2_1_1_textTrainN.R R/2_1_textTrain.R R/2_2_textTrainRegression.R R/2_3_textTrainRandomForest.R R/2_4_0_textPredict_Assess_Classify.R R/2_4_1_textPredictTextTrained.R R/2_4_2_textPredictImplicitMotives.R R/2_5_textDomainCompare.R R/2_5_textTrainPredictExamples.R R/3_1_textSimilarity.R R/4_0_textPlot.R R/4_1_textPlotCentrality.R R/4_2_textPlotPCA.R R/4_3_textPlotProjection.R R/5_1_textClassifyPipe.R R/5_2_textGeneration.R R/5_3_textNER.R R/5_4_textSum.R R/5_5_textQA.R R/5_6_textTranslate.R R/5_7_textZeroShot.R R/6_1_textFineTune.R R/6_2_textFineTuneDomain.R R/7_1_textTopics.R R/7_2_textTopicsAnalysis.R R/ExampleDataDescription.R R/zzz.R README.Rmd README.md

_pkgdown.yml

codecov.yml

data/.DS_Store

data/DP_projections_HILS_SWLS_100.rda

data/Language_based_assessment_data_3_100.rda

data/Language_based_assessment_data_8.rda

data/PC_projections_satisfactionwords_40.rda

data/centrality_data_harmony.rda

data/raw_embeddings_1.rda

data/word_embeddings_4.rda

inst/.DS_Store

inst/CITATION

inst/extdata/The_L-BAM_Library.csv

inst/python/.gitignore

inst/python/args2.json

inst/python/bert_topic.py

inst/python/huggingface_Interface3.py

inst/python/huggingface_Interface4.py

inst/python/mlm_args2.json

inst/python/requirements.txt

inst/python/run_DLATKGetEmbedding_test.py

inst/python/run_mlm.py

inst/python/run_mlm_test.py

inst/python/sortingLayersPy.py

inst/python/task_finetune.py

inst/python/task_finetune_test.py

inst/python/textModelPy.py

inst/python/text_cleaner.py

inst/python/transformer_embs.py

man/.DS_Store

man/DP_projections_HILS_SWLS_100.Rd man/Language_based_assessment_data_3_100.Rd man/Language_based_assessment_data_8.Rd man/PC_projections_satisfactionwords_40.Rd man/centrality_data_harmony.Rd

man/figures/DPP_plot-1.png

man/figures/README-DPP_plot-1.png

man/figures/README-example_3-1.png

man/figures/harmony_logo_all.png

man/figures/logo.png

man/figures/logo_old.png

man/figures/modular_end_solution.png

man/figures/point_solution.pngDPP_plot-1.png

man/figures/talk_text_topics.svg

man/figures/textTrainNPlot.image.png

man/find_textrpp_env.Rd man/raw_embeddings_1.Rd man/textCentrality.Rd man/textCentralityPlot.Rd man/textClean.Rd man/textCleanNonASCII.Rd man/textCleanNonASCIIinfo.Rd man/textDescriptives.Rd man/textDimName.Rd man/textDistance.Rd man/textDistanceMatrix.Rd man/textDistanceNorm.Rd man/textDomainCompare.Rd man/textEmbed.Rd man/textEmbedLayerAggregation.Rd man/textEmbedRawLayers.Rd man/textEmbedReduce.Rd man/textEmbedStatic.Rd man/textFindNonASCII.Rd man/textFineTuneDomain.Rd man/textFineTuneTask.Rd man/textGeneration.Rd man/textLBAM.Rd man/textModelLayers.Rd man/textModels.Rd man/textModelsRemove.Rd man/textNER.Rd man/textPCA.Rd man/textPCAPlot.Rd man/textPlot.Rd man/textPredict.Rd man/textPredictAll.Rd man/textPredictTest.Rd man/textProjection.Rd man/textProjectionPlot.Rd man/textQA.Rd man/textSimilarity.Rd man/textSimilarityMatrix.Rd man/textSimilarityNorm.Rd man/textSum.Rd man/textTokenize.Rd man/textTokenizeAndCount.Rd man/textTopics.Rd man/textTopicsReduce.Rd man/textTopicsTest.Rd man/textTopicsTree.Rd man/textTopicsWordcloud.Rd man/textTrain.Rd man/textTrainExamples.Rd man/textTrainLists.Rd man/textTrainN.Rd man/textTrainNPlot.Rd man/textTrainRandomForest.Rd man/textTrainRegression.Rd man/textTranslate.Rd man/textZeroShot.Rd man/textrpp_initialize.Rd man/textrpp_install.Rd man/textrpp_uninstall.Rd man/word_embeddings_4.Rd

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pkgdown/favicon/web-app-manifest-512x512.png

tests/testthat.R

tests/testthat/.DS_Store

tests/testthat/_snaps/2_9_textTrainExamples/examples-error-plot.svg

tests/testthat/_snaps/2_9_textTrainExamples/examples-histogram-plot.svg

tests/testthat/_snaps/2_9_textTrainExamples/examples-scatter-plot.svg

text.Rproj

vignettes/.DS_Store

vignettes/CentralityPlotImage.png

vignettes/LBAM.Rmd vignettes/huggingface_in_r.Rmd vignettes/huggingface_in_r_and_computer_capacity.Rmd vignettes/huggingface_in_r_extended_installation_guide.Rmd vignettes/implicit_motives_tutorial.Rmd vignettes/lbam_tutorial.Rmd vignettes/pre_registration_and_transformers.Rmd vignettes/psychological_methods.Rmd vignettes/removing_huggingface_transformers_cache_files.Rmd vignettes/singularity_transformers_container.Rmd vignettes/text.Rmd vignettes/text.md

OscarKjell/text documentation built on April 3, 2025, 3:07 p.m.

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OscarKjell/text
Analyses of Text using Transformers Models from HuggingFace, Natural Language Processing and Machine Learning

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Analyses of Text using Transformers Models from HuggingFace, Natural Language Processing and Machine Learning

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OscarKjell/text Analyses of Text using Transformers Models from HuggingFace, Natural Language Processing and Machine Learning

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OscarKjell/text
Analyses of Text using Transformers Models from HuggingFace, Natural Language Processing and Machine Learning

Files in OscarKjell/text
Analyses of Text using Transformers Models from HuggingFace, Natural Language Processing and Machine Learning