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

NEWS.md README.md R/4_3_textPlotProjection.R R/1_1_textEmbed.R R/5_1_textClassify.R R/0_3_textModels.R R/1_3_textEmbedReduce.R R/0_0_1_text_initialize.R R/0_0_text_install.R R/2_3_textTrainRandomForest.R R/5_6_textTranslate.R R/6_1_textFineTune.R R/2_1_textTrain.R R/4_2_textPlotPCA.R R/2_5_textTrainN.R R/2_4_textPredict.R R/5_2_textGeneration.R R/5_3_textNER.R R/ExampleDataDescription.R R/2_2_textTrainRegression.R R/6_2_textFineTuneDomain.R R/7_2_textTopicsAnalysis.R R/3_1_textSimilarity.R R/zzz.R R/4_1_textPlotCentrality.R R/1_0_textDescriptives.R R/7_1_textTopics.R R/5_7_textZeroShot.R R/0_1_globals.R R/5_4_textSum.R R/1_2_textEmbedStatic.R R/5_5_textQA.R R/4_0_textPlot.R R/4_4_textPlotWordPrediction.R R/0_2_privateFunctions.R inst/doc/singularity_transformers_container.Rmd inst/doc/huggingface_in_r.R inst/doc/text.Rmd inst/doc/text.R inst/doc/psychological_methods.R inst/doc/pre_trained_models.R inst/doc/psychological_methods.Rmd inst/doc/singularity_transformers_container.R inst/doc/huggingface_in_r_extended_installation_guide.R inst/doc/huggingface_in_r_and_computer_capacity.R inst/doc/removing_huggingface_transformers_cache_files.Rmd inst/doc/huggingface_in_r.Rmd inst/doc/pre_trained_models.Rmd inst/doc/pre_registration_and_transformers.R inst/doc/pre_registration_and_transformers.Rmd inst/doc/huggingface_in_r_and_computer_capacity.Rmd inst/doc/removing_huggingface_transformers_cache_files.R inst/doc/huggingface_in_r_extended_installation_guide.Rmd tests/testthat.R tests/testthat/test_2_5_textPredict.R tests/testthat/test_PM_tutorial.R tests/testthat/test_3_textSimilarityAndtextDiff.R tests/testthat/test_2_2_textTrainRandomForest.R tests/testthat/test_1_1_Analyses_flow.R tests/testthat/test_2_4_textTrainN.R tests/testthat/test_5_Tasks.R tests/testthat/test_6_textFineTune.R tests/testthat/test_7_textTopics.R tests/testthat/test_1_2_textEmbed.R tests/testthat/test_zz_UNinstall_test.R tests/testthat/test_4_textPlot.R tests/testthat/test_0_install_test.R tests/testthat/test_2_1_textTrainRegression.R tests/testthat/test_zzz_install_virtualenv_test.R tests/testthat/test_2_3_textTrain_strata.R tests/testthat/notrun/pause/test_1_descript.R tests/testthat/notrun/pause/testing_train_pipeline.R tests/testthat/notrun/pause/test_test_swed.R vignettes/singularity_transformers_container.Rmd vignettes/text.Rmd vignettes/psychological_methods.Rmd vignettes/removing_huggingface_transformers_cache_files.Rmd vignettes/huggingface_in_r.Rmd vignettes/pre_trained_models.Rmd vignettes/pre_registration_and_transformers.Rmd vignettes/huggingface_in_r_and_computer_capacity.Rmd vignettes/huggingface_in_r_extended_installation_guide.Rmd man/PC_projections_satisfactionwords_40.Rd man/textProjectionPlot.Rd man/textrpp_install.Rd man/textPredictAll.Rd man/Language_based_assessment_data_3_100.Rd man/textTopics.Rd man/textCentrality.Rd man/textEmbed.Rd man/textTopicsReduce.Rd man/textDimName.Rd man/textTokenize.Rd man/textTrain.Rd man/textEmbedLayerAggregation.Rd man/textModelLayers.Rd man/textSimilarityNorm.Rd man/textPCAPlot.Rd man/textClassify.Rd man/word_embeddings_4.Rd man/textTopicsTree.Rd man/textFineTuneTask.Rd man/textEmbedStatic.Rd man/textrpp_uninstall.Rd man/textPredict.Rd man/textGeneration.Rd man/textDistanceMatrix.Rd man/textEmbedReduce.Rd man/textModelsRemove.Rd man/textProjection.Rd man/raw_embeddings_1.Rd man/textTopicsTest.Rd man/textrpp_initialize.Rd man/DP_projections_HILS_SWLS_100.Rd man/find_textrpp.Rd man/textSum.Rd man/textTopicsWordcloud.Rd man/textTrainRandomForest.Rd man/Language_based_assessment_data_8.Rd man/textZeroShot.Rd man/textPlot.Rd man/textTrainRegression.Rd man/textDistanceNorm.Rd man/textTranslate.Rd man/find_textrpp_env.Rd man/textCentralityPlot.Rd man/textTrainN.Rd man/textTrainNPlot.Rd man/textNER.Rd man/textSimilarityMatrix.Rd man/textFineTuneDomain.Rd man/textModels.Rd man/textQA.Rd man/textTrainLists.Rd man/textPredictTest.Rd man/textDistance.Rd man/textPCA.Rd man/centrality_data_harmony.Rd man/textDescriptives.Rd man/textEmbedRawLayers.Rd man/textWordPrediction.Rd man/textSimilarity.Rd