├── .gitignore ├── README.md ├── github-user-guides ├── Images │ ├── Create_repo_github.PNG │ ├── GitKracken Video.PNG │ ├── Git_bash_list.PNG │ ├── Read.md │ ├── download_code.PNG │ ├── download_ssh.PNG │ ├── git_add.PNG │ ├── git_bash_components.jpg │ ├── git_bash_contextmenu.png │ ├── git_branch.PNG │ ├── git_clone.PNG │ ├── git_commit.PNG │ ├── git_history.PNG │ ├── git_init.PNG │ ├── git_pull_request.PNG │ ├── git_status.PNG │ ├── git_workflow.PNG │ ├── github_gitlog.PNG │ ├── github_new_branch.PNG │ ├── logon_push_github.PNG │ ├── markdown_screenshot.PNG │ ├── merge_branches.PNG │ ├── merge_pull_request.PNG │ ├── new_folder.PNG │ ├── none.md │ ├── preview_markdown_screenshot.PNG │ ├── pull_request_github.PNG │ ├── pull_request_screen.PNG │ ├── push_branch_to_github.PNG │ ├── second_branch_push.PNG │ └── upload_files.PNG ├── MY474_Commit_Message_Guidelines.md ├── MY474_Three-Ways-to-Use-GitHub-COMMANDLINE.md ├── MY474_Three-Ways-to-Use-GitHub-GUI.md ├── MY474_Three-Ways-to-Use-GitHub-WEBINTERFACE.md └── welcome-to-github.md ├── week01 └── my459-w01-intro.pdf ├── week02 ├── 01-course-intro.qmd ├── 02-digital-text.qmd ├── 03-intro-text-analysis.qmd ├── 04-quanteda-intro.qmd ├── 05-descriptive-statistics.qmd ├── 06-exercises-solution.qmd ├── 06-exercises.qmd ├── general_theory_cover.pdf ├── methodology-16.txt ├── methodology-32.txt ├── methodology-8.txt ├── my459-w02-quantifying.pdf ├── news_article.txt ├── shanghai.txt ├── trump-tweets.json ├── utf-examples-16.txt ├── utf-examples-32.txt └── utf-examples-8.txt ├── week03 └── my459-w03-word-meanings.pdf ├── week04 ├── 01-dictionaries.qmd ├── 02-discriminating-words.qmd ├── 03-supervised-learning.qmd ├── 04-exercises-solutions.qmd ├── 04-exercises.qmd ├── EN-names.csv ├── candidate-tweets.csv └── my459-w04-classifying.pdf ├── week05 └── my459-w05-scaling.pdf ├── week07 ├── 01-scaling.qmd ├── 02-comparing.qmd ├── 03-exercises-solutions.qmd ├── 03-exercises.qmd ├── congress-tweets.csv ├── movie-plots.csv.zip └── my459-w07-similarity.pdf ├── week08 ├── 01-parsing-pdfs.Rmd ├── 02-simple-topic-model.Rmd ├── 03-structural-topic-model.Rmd ├── fb-congress-data.csv ├── general_theory_cover.pdf └── my459-w08-topic-models.pdf ├── week09 ├── 01-linear-regression-with-gradient-descent.qmd ├── 02-logistic-regression-with-gradient-descent.qmd ├── 03-neural-network-for-text-classification.qmd ├── 04-exercises-solutions.qmd ├── 04-exercises.qmd └── my459-w09-neural-network-fundamentals.pdf ├── week10 ├── 01-replicating-key-results.qmd ├── 02-training-word2vec.qmd └── my459-w10-word-embeddings.pdf └── week11 ├── 03-llms-via-apis.qmd └── my459-w11-llms.pdf /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lse-my459/lectures/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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