Files in aifeducation
Artificial Intelligence for Education

MD5
NEWS.md README.md
NAMESPACE
DESCRIPTION
R/RcppExports.R R/utils_DataManager.R R/Studio_SaveModal.R R/Studio_Tabs_Reliability.R R/obj_LargeDataSetForTextEmbeddings.R R/obj_LargeDataSetForTexts.R R/Studio_Classifier_Use.R R/utils_file_management.R R/def_Object_Management.R R/Studio_TextEmbeddingModel_Create.R R/obj_TEClassifierParallelPrototype.R R/Studio_Tabs_Embed.R R/obj_AIFEBaseModel.R R/Studio_ErrorModal_ProcessModal.R R/Studio_Tabs_Fill_Mask.R R/utils_update_models.R R/Studio_Classifier_Create.R R/obj_BaseModelDebertaV2.R R/obj_BaseModelCore.R R/Studio_BaseModel_Use.R R/data.R R/obj_TEClassifierSequential.R R/obj_BaseModelFunnel.R R/Studio_BaseModel_Create.R R/obj_FeatureExtractor.R R/Studio_Tabs_DM_DataSetEditor.R R/utils_test_that.R R/performance_measures.R R/Studio_FeatureExtractor_Use.R R/obj_TEClassifierRegular.R R/utils_python.R R/install_and_config.R R/def_ParameterDefinitions.R R/saving_and_loading.R R/obj_TEClassifiersBasedOnProtoNet.R R/obj_BaseModelBert.R R/obj_LargeDataSetBase.R R/Studio_Home.R R/obj_Tokenizer.R R/obj_DataManager.R R/utils_general.R R/obj_TEClassifierParallel.R R/obj_TEClassifierSequentialPrototype.R R/obj_TextEmbeddingModel.R R/Studio.R R/utils_transformer.R R/Studio_DocumentationPage.R R/Studio_BaseModel_Train.R R/utils_plot.R R/utils_Studio.R R/utils_python_data_management.R R/obj_BaseModelModernBert.R R/onLoad.R R/Studio_Tabs_TokenizerEncodeDecode.R R/Studio_TextEmbeddingModel_Use.R R/obj_ClassifiersBasedOnTextEmbeddings.R R/Studio_ProgressModal.R R/Studio_License.R R/utils_log.R R/Studio_Tabs_Training.R R/Studio_Tabs_FLOPS.R R/Studio_Tabs_Description.R R/Studio_FeatureExtractor_Create.R R/Studio_Error_Checks.R R/utils_memory_cache.R R/Studio_Tabs_Sustainability.R R/obj_TEClassifiersBasedOnRegular.R R/obj_BaseModelMPNet.R R/obj_ModelsBasedOnTextEmbeddings.R R/obj_BaseModelRoberta.R R/Studio_Tabs_DM_TableEditor.R R/utils_sustainability.R R/Studio_ExtendedTasks.R R/def_DocumentationDesc.R R/utils_check.R R/Studio_Tabs_Classifier_Predict.R R/obj_TEClassifierProtoNet.R R/Studio_Tabs_DM_CreateTextDataSet.R R/obj_EmbeddedText.R R/utils_transformer_creation.R
src/Makevars.win
src/Makevars
src/RcppExports.cpp
src/KNNOR.cpp
src/aux_fcts.cpp
inst/LICENSE_GPL3.md
inst/CITATION
inst/doc/aifeducation.Rmd inst/doc/aifeducation.R
inst/doc/aifeducation.html
inst/studio_app/app.r
inst/studio_app/www/studio_logo.jpg
inst/python/pytorch_old_scripts.py
inst/python/py_log.py
inst/python/DataCollatorForMPLM_PT.py
inst/python/pytorch_text_embedding_model.py
inst/python/pytorch_autoencoder.py
inst/python/py_skip_unused_prefixes.py
inst/python/pytorch_predict_batch.py
inst/python/pytorch_transformer_callbacks.py
inst/python/datasets_transformer_compute_vocabulary.py
inst/python/pytorch_cls_training_loops.py
inst/python/pytorch_layers.py
inst/python/py_functions.py
inst/python/pytorch_classifier_models.py
inst/python/MPNetForMPLM_PT.py
inst/python/pytorch_loss_fct.py
inst/python/pytorch_datacollators.py
inst/python/pytorch_layers_normalization.py
inst/python/datasets_transformer_prepare_data.py
inst/python/pytorch_stack_layers.py
inst/python/FillMaskForMPLM.py
inst/python/pytorch_distance_fun.py
inst/python/pytorch_base_models_training_loops.py
inst/python/pytorch_act_fct.py
inst/python/data_collator.py
inst/python/py_ignore_warnings.py
build/vignette.rds
build/partial.rdb
tests/testthat.R tests/testthat/test-02_06_BaseModels.R tests/testthat/test-02_02_pytorch_layers.R tests/testthat/test-03_01_LargeDataSetForTexts.R tests/testthat/test-01_01_install_and_config.R tests/testthat/test-03_05_FeatureExtractor.R tests/testthat/test-02_04_other_fcts.R tests/testthat/test-01_05_KNNOR.R tests/testthat/test-99_clean_tmp_directories.R tests/testthat/test-03_03_EmbeddedText.R tests/testthat/test-01_06_logging.R tests/testthat/test-01_03_R_utils.R tests/testthat/test-03_04_DataManager.R tests/testthat/test-03_09_TEClassifiersPrototype.R tests/testthat/test-00_02_setup_Classifiers.R tests/testthat/test-00_01_generating_test_data.R tests/testthat/test-02_01_pytorch_loss_fcts.R tests/testthat/test-01_07_DataCollator.R tests/testthat/test-02_07_BaseModels_from_hf.R tests/testthat/test-03_06_TextEmbeddingModels.R tests/testthat/test-03_08_TEClassifiers_core.R tests/testthat/test-02_03_pytorch_stack_layers.R tests/testthat/test-01_02_Performance_Measures.R tests/testthat/test-02_05_tokenizer.R tests/testthat/test-04_01_LoadOldModels.R tests/testthat/test-03_02_LargeDataSetForTextEmbeddings.R tests/testthat/test-03_09_TEClassifiersProtoNet_old.R tests/testthat/test-01_04_R_and_Python_utils.R tests/testthat/test-00_00_print_information_tests.R
tests/testthat/projects_settings/next-session-project
tests/testthat/test_data/imdb_movie_reviews.rda
tests/testthat/test_data/LargeDataSetForTexts/texts/texts_excel.xlsx
tests/testthat/test_data/LargeDataSetForTexts/texts/PDF_A/pdf_a.pdf
tests/testthat/test_data/LargeDataSetForTexts/texts/PDF_A/bib_entry.txt
tests/testthat/test_data/LargeDataSetForTexts/texts/PDF_B/text_license.txt
tests/testthat/test_data/LargeDataSetForTexts/texts/PDF_B/license.txt
tests/testthat/test_data/LargeDataSetForTexts/texts/PDF_B/url_license.txt
tests/testthat/test_data/LargeDataSetForTexts/texts/PDF_B/url_source.txt
tests/testthat/test_data/LargeDataSetForTexts/texts/PDF_B/pdf_b.pdf
tests/testthat/test_data/LargeDataSetForTexts/texts/PDF_B/bib_entry.txt
tests/testthat/test_data/LargeDataSetForTexts/texts/Text_A/text_a.txt
tests/testthat/test_data/LargeDataSetForTexts/texts/Text_A/license.txt
tests/testthat/test_data/LargeDataSetForTexts/texts/Text_A/bib_entry.txt
tests/testthat/test_data/LargeDataSetForTexts/texts/Text_B/text_license.txt
tests/testthat/test_data/LargeDataSetForTexts/texts/Text_B/url_license.txt
tests/testthat/test_data/LargeDataSetForTexts/texts/Text_B/url_source.txt
tests/testthat/test_data/LargeDataSetForTexts/texts/Text_B/bib_entry.txt
tests/testthat/test_data/LargeDataSetForTexts/texts/Text_B/text_b.txt
tests/testthat/test_data/LargeDataSetForTexts/single_text/texts_excel.xlsx
tests/testthat/test_data/LargeDataSetForTexts/single_text/PDF_A/pdf_a.pdf
tests/testthat/test_data/LargeDataSetForTexts/single_text/PDF_A/bib_entry.txt
tests/testthat/test_data/LargeDataSetForTexts/single_text/Text_A/text_license.txt
tests/testthat/test_data/LargeDataSetForTexts/single_text/Text_A/text_a.txt
tests/testthat/test_data/LargeDataSetForTexts/single_text/Text_A/license.txt
tests/testthat/test_data/LargeDataSetForTexts/single_text/Text_A/url_license.txt
tests/testthat/test_data/LargeDataSetForTexts/single_text/Text_A/url_source.txt
tests/testthat/test_data/LargeDataSetForTexts/single_text/Text_A/bib_entry.txt
tests/testthat/test_data/Embeddings/imdb_embeddings/data.rda
tests/testthat/test_data/Embeddings/imdb_embeddings/r_config_state.rda
vignettes/aifeducation.Rmd
data/imdb_movie_reviews.rda
man/get_layer_documentation.Rd man/get_param_def.Rd man/generate_args_for_tests.Rd man/create_dir.Rd man/TEClassifierProtoNet.Rd man/TEClassifierParallel.Rd man/calc_standard_classification_measures.Rd man/TEClassifiersBasedOnProtoNet.Rd man/BaseModelBert.Rd man/cohens_kappa.Rd man/TokenizerBase.Rd man/get_file_extension.Rd man/get_py_package_versions.Rd man/DataSetsIndex.Rd man/LargeDataSetBase.Rd man/get_coder_metrics.Rd man/get_depr_obj_names.Rd man/summarize_args_for_long_task.Rd man/load_from_disk.Rd man/TEClassifierRegular.Rd man/load_all_py_scripts.Rd man/summarize_tracked_sustainability.Rd man/get_param_dict.Rd man/build_documentation_for_model.Rd man/long_load_target_data.Rd man/get_TEClassifiers_class_names.Rd man/TextEmbeddingModel.Rd man/TEClassifierSequentialPrototype.Rd man/BaseModelMPNet.Rd man/get_called_args.Rd man/generate_embeddings.Rd man/check_class_and_type.Rd man/BaseModelRoberta.Rd man/get_test_data_for_classifiers.Rd man/HuggingFaceTokenizer.Rd man/create_config_state.Rd man/get_time_stamp.Rd man/check_all_args.Rd man/check_adjust_n_samples_on_CI.Rd man/matrix_to_array_c.Rd man/BaseModelModernBert.Rd man/get_magnitude_values.Rd man/get_batches_index.Rd man/AIFEMaster.Rd man/TEClassifierSequential.Rd man/create_synthetic_units_from_matrix.Rd man/data.frame_to_py_dataset.Rd man/reduce_to_unique.Rd man/write_log.Rd man/get_synthetic_cases_from_matrix.Rd man/get_current_args_for_print.Rd man/generate_tensors.Rd man/TEFeatureExtractor.Rd man/ModelsBasedOnTextEmbeddings.Rd man/tensor_to_matrix_c.Rd man/kripp_alpha.Rd man/gwet_ac.Rd man/prepare_r_array_for_dataset.Rd man/License_Server.Rd man/monitor_test_time_on_CI.Rd man/BaseModelDebertaV2.Rd man/update_aifeducation.Rd man/cat_message.Rd man/prepare_session.Rd man/auto_n_cores.Rd man/load_py_scripts.Rd man/fleiss_kappa.Rd man/EmbeddedText.Rd man/read_log.Rd man/set_transformers_logger.Rd man/get_n_chunks.Rd man/AIFEBaseModel.Rd man/Reliability_UI.Rd man/get_alpha_3_codes.Rd man/LargeDataSetForText.Rd man/BaseModelCore.Rd man/create_data_embeddings_description.Rd man/inspect_tmp_dir.Rd man/install_aifeducation.Rd man/run_py_file.Rd man/install_py_modules.Rd man/start_aifeducation_studio.Rd man/get_dict_core_models.Rd man/get_recommended_py_versions.Rd man/Reliability_Server.Rd man/print_message.Rd man/get_layer_dict.Rd man/class_vector_to_py_dataset.Rd man/DataManagerClassifier.Rd man/output_message.Rd man/save_to_disk.Rd man/kendalls_w.Rd man/WordPieceTokenizer.Rd man/knnor_is_same_class.Rd man/calc_tokenizer_statistics.Rd man/TokenizerIndex.Rd man/get_py_package_version.Rd man/tensor_list_to_numpy.Rd man/reset_log.Rd man/BaseModelFunnel.Rd man/TEClassifierParallelPrototype.Rd man/doc_formula.Rd man/install_aifeducation_studio.Rd man/get_fixed_test_tensor.Rd man/clean_pytorch_log_transformers.Rd man/add_missing_args.Rd man/py_dataset_to_embeddings.Rd man/get_dict_cls_type.Rd man/to_categorical_c.Rd man/read_loss_log.Rd man/get_param_doc_desc.Rd man/imdb_movie_reviews.Rd man/ClassifiersBasedOnTextEmbeddings.Rd man/tensor_to_numpy.Rd man/create_object.Rd man/knnor.Rd man/get_dict_input_types.Rd man/check_aif_py_modules.Rd man/random_bool_on_CI.Rd man/reset_loss_log.Rd man/get_desc_for_core_model_architecture.Rd man/build_layer_stack_documentation_for_vignette.Rd man/LargeDataSetForTextEmbeddings.Rd man/get_parameter_documentation.Rd man/BaseModelsIndex.Rd man/TEClassifiersBasedOnRegular.Rd man/generate_id.Rd
aifeducation documentation built on Nov. 19, 2025, 5:08 p.m.