GitHub - markif/2024_FS_CAS_NLP_LAB_Notebooks: Jupyter Notebooks for the CAS NLP Lab taught at FHNW.

Jupyter Notebooks for the CAS NLP Lab taught at FHNW.

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
rest-server		rest-server
.gitignore		.gitignore
01_a_Import_Annotated_Data_from_Inception.ipynb		01_a_Import_Annotated_Data_from_Inception.ipynb
02_a_Text_Cleaning.ipynb		02_a_Text_Cleaning.ipynb
02_b_Text_Normalization.ipynb		02_b_Text_Normalization.ipynb
03_a_Base_Classifier.ipynb		03_a_Base_Classifier.ipynb
03_b_Base_Classifier_with_Hyperparameter_Tuning.ipynb		03_b_Base_Classifier_with_Hyperparameter_Tuning.ipynb
04_a_Text_Preprocessor.ipynb		04_a_Text_Preprocessor.ipynb
04_b_Export_Trained_Classifier.ipynb		04_b_Export_Trained_Classifier.ipynb
05_a_Wrong_Label_Identification.ipynb		05_a_Wrong_Label_Identification.ipynb
06_a_Data_Augmentation.ipynb		06_a_Data_Augmentation.ipynb
06_b_Augmentation_with_Back_Translation_using_Transformers.ipynb		06_b_Augmentation_with_Back_Translation_using_Transformers.ipynb
06_c_Base_Classifier_with_Augmented_Data.ipynb		06_c_Base_Classifier_with_Augmented_Data.ipynb
07_a_ZeroShot_Classifier_using_Transformers.ipynb		07_a_ZeroShot_Classifier_using_Transformers.ipynb
08_a_SimpleTransformers_Text_Classifier_FineTuning.ipynb		08_a_SimpleTransformers_Text_Classifier_FineTuning.ipynb
08_b_Document_Question_Answering_using_Transformers.ipynb		08_b_Document_Question_Answering_using_Transformers.ipynb
Readme.md		Readme.md
XX_a_Search_Engine.ipynb		XX_a_Search_Engine.ipynb

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