Lecture materials

These materials are released under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) license.

Name		Name	Last commit message	Last commit date
Latest commit History 143 Commits
Data		Data
figs		figs
.gitignore		.gitignore
LICENSE.md		LICENSE.md
basic_nlp.ipynb		basic_nlp.ipynb
basic_nlp_v2.ipynb		basic_nlp_v2.ipynb
bow_classifier.ipynb		bow_classifier.ipynb
course-project-2023.md		course-project-2023.md
course_project_2023_template.ipynb		course_project_2023_template.ipynb
datasets_introduction.ipynb		datasets_introduction.ipynb
demo_basic_nlp.ipynb		demo_basic_nlp.ipynb
ex5_solved_imdb_feature_weight.ipynb		ex5_solved_imdb_feature_weight.ipynb
ex6_solved_imdb_parameters.ipynb		ex6_solved_imdb_parameters.ipynb
ex9_intro_to_hlt_2023.ipynb		ex9_intro_to_hlt_2023.ipynb
ex9_intro_to_hlt_2023_solved_v2.ipynb		ex9_intro_to_hlt_2023_solved_v2.ipynb
ex9_intro_to_hlt_2023_v2.ipynb		ex9_intro_to_hlt_2023_v2.ipynb
exercise_11_top_acc.ipynb		exercise_11_top_acc.ipynb
exercise_11_top_acc_solved.ipynb		exercise_11_top_acc_solved.ipynb
exercise_12.ipynb		exercise_12.ipynb
exercise_12_solved.ipynb		exercise_12_solved.ipynb
feature_interpretation.ipynb		feature_interpretation.ipynb
instructions-demo-environment.pdf		instructions-demo-environment.pdf
intro2lt_assignment_2.ipynb		intro2lt_assignment_2.ipynb
intro2lt_assignment_3.ipynb		intro2lt_assignment_3.ipynb
intro2lt_assignment_4.ipynb		intro2lt_assignment_4.ipynb
intro2lt_assignment_5.ipynb		intro2lt_assignment_5.ipynb
intro2lt_assignment_6.ipynb		intro2lt_assignment_6.ipynb
intro2lt_project_template.ipynb		intro2lt_project_template.ipynb
intro_2023_exercise_10_solution.ipynb		intro_2023_exercise_10_solution.ipynb
intro_2023_exercise_13_solution.ipynb		intro_2023_exercise_13_solution.ipynb
intro_2023_exercise_14_solution.ipynb		intro_2023_exercise_14_solution.ipynb
intro_2023_exercise_2.ipynb		intro_2023_exercise_2.ipynb
intro_2023_exercise_2_solution.ipynb		intro_2023_exercise_2_solution.ipynb
intro_2023_exercise_3_solution.ipynb		intro_2023_exercise_3_solution.ipynb
intro_2023_exercise_4_solution.ipynb		intro_2023_exercise_4_solution.ipynb
intro_2023_exercise_7_solution.ipynb		intro_2023_exercise_7_solution.ipynb
intro_2023_exercise_8_solution.ipynb		intro_2023_exercise_8_solution.ipynb
language_models.ipynb		language_models.ipynb
machine_learning_primer.ipynb		machine_learning_primer.ipynb
mlp_conll03_tagger_hf_dset_and_trainer.ipynb		mlp_conll03_tagger_hf_dset_and_trainer.ipynb
mlp_imdb_hf_dset_and_trainer.ipynb		mlp_imdb_hf_dset_and_trainer.ipynb
nn_bow_classifier.ipynb		nn_bow_classifier.ipynb
nn_classifier_features.ipynb		nn_classifier_features.ipynb
sentence_splitting_and_tokenization.ipynb		sentence_splitting_and_tokenization.ipynb
sequence_labeling_crf.ipynb		sequence_labeling_crf.ipynb
sequence_labeling_mlp.ipynb		sequence_labeling_mlp.ipynb
sequence_labelling.ipynb		sequence_labelling.ipynb
sequence_labelling_codeonly.ipynb		sequence_labelling_codeonly.ipynb
task1_solutions.ipynb		task1_solutions.ipynb
task_8_transitions.ipynb		task_8_transitions.ipynb
task_8_transitions_solved.ipynb		task_8_transitions_solved.ipynb
text_generation_pipeline_conversational.ipynb		text_generation_pipeline_conversational.ipynb
text_generation_pipeline_example.ipynb		text_generation_pipeline_example.ipynb
unsupervised_nlp.ipynb		unsupervised_nlp.ipynb
w2v_gensim.ipynb		w2v_gensim.ipynb

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