├── .editorconfig ├── .github └── workflows │ ├── README.md │ ├── md-to-ipynb.yml │ ├── pr-close-signal.yaml │ ├── pr-comment.yaml │ ├── pr-post-remove-branch.yaml │ ├── pr-preflight.yaml │ ├── pr-receive.yaml │ ├── sandpaper-main.yaml │ ├── sandpaper-version.txt │ ├── update-cache.yaml │ └── update-workflows.yaml ├── .gitignore ├── .gitpod.Dockerfile ├── .gitpod.yml ├── .vs ├── ProjectSettings.json ├── VSWorkspaceState.json ├── python-text-analysis │ ├── FileContentIndex │ │ ├── 44f2b817-b210-4e94-94ef-ac91ddbbf2f4.vsidx │ │ ├── 709892a2-d444-40c5-96ea-976ec936e367.vsidx │ │ ├── b35f8ff4-219a-42d7-a898-f910028c3f53.vsidx │ │ ├── c10df9f3-97e0-4899-9ba7-ca0f2891f62f.vsidx │ │ └── read.lock │ └── v17 │ │ └── .suo └── slnx.sqlite ├── AUTHORS ├── CITATION ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE.md ├── README.md ├── code ├── analysis.py ├── attentionviz.py ├── helpers.py ├── mit_restaurants.py ├── plotfrequency.py ├── preprocessing.py └── pyldavis.py ├── config.yaml ├── episodes ├── 01-basicConcepts.md ├── 02-apis.md ├── 03-preprocessing.md ├── 04-vectorSpace.md ├── 05-tf-idf-documentEmbeddings.md ├── 06-lsa.md ├── 07-wordEmbed_intro.md ├── 08-wordEmbed_word2vec-algorithm.md ├── 09-wordEmbed_train-word2vec.md ├── 10-finetuning-transformers.md ├── 11-ethics.md ├── data │ ├── book_lemmas │ │ ├── austen-emma.txt.lemmas │ │ ├── austen-ladysusan.txt.lemmas │ │ ├── austen-northanger.txt.lemmas │ │ ├── austen-persuasion.txt.lemmas │ │ ├── austen-pride.txt.lemmas │ │ ├── austen-sense.txt.lemmas │ │ ├── chesterton-ball.txt.lemmas │ │ ├── chesterton-brown.txt.lemmas │ │ ├── chesterton-knewtoomuch.txt.lemmas │ │ ├── chesterton-napoleon.txt.lemmas │ │ ├── chesterton-thursday.txt.lemmas │ │ ├── chesterton-whitehorse.txt.lemmas │ │ ├── dickens-bleakhouse.txt.lemmas │ │ ├── dickens-christmascarol.txt.lemmas │ │ ├── dickens-davidcopperfield.txt.lemmas │ │ ├── dickens-greatexpectations.txt.lemmas │ │ ├── dickens-hardtimes.txt.lemmas │ │ ├── dickens-olivertwist.txt.lemmas │ │ ├── dickens-ourmutualfriend.txt.lemmas │ │ ├── dickens-pickwickpapers.txt.lemmas │ │ ├── dickens-taleoftwocities.txt.lemmas │ │ ├── dumas-blacktulip.txt.lemmas │ │ ├── dumas-maninironmask.txt.lemmas │ │ ├── dumas-montecristo.txt.lemmas │ │ ├── dumas-tenyearslater.txt.lemmas │ │ ├── dumas-threemusketeers.txt.lemmas │ │ ├── dumas-twentyyearsafter.txt.lemmas │ │ ├── melville-bartleby.txt.lemmas │ │ ├── melville-conman.txt.lemmas │ │ ├── melville-moby_dick.txt.lemmas │ │ ├── melville-omoo.txt.lemmas │ │ ├── melville-piazzatales.txt.lemmas │ │ ├── melville-pierre.txt.lemmas │ │ ├── melville-typee.txt.lemmas │ │ ├── shakespeare-caesar.txt.lemmas │ │ ├── shakespeare-lear.txt.lemmas │ │ ├── shakespeare-midsummer.txt.lemmas │ │ ├── shakespeare-muchado.txt.lemmas │ │ ├── shakespeare-othello.txt.lemmas │ │ ├── shakespeare-romeo.txt.lemmas │ │ └── shakespeare-twelfthnight.txt.lemmas │ ├── books │ │ ├── austen-emma.txt │ │ ├── austen-ladysusan.txt │ │ ├── austen-northanger.txt │ │ ├── austen-persuasion.txt │ │ ├── austen-pride.txt │ │ ├── austen-sense.txt │ │ ├── chesterton-ball.txt │ │ ├── chesterton-brown.txt │ │ ├── chesterton-knewtoomuch.txt │ │ ├── chesterton-napoleon.txt │ │ ├── chesterton-thursday.txt │ │ ├── chesterton-whitehorse.txt │ │ ├── dickens-bleakhouse.txt │ │ ├── dickens-christmascarol.txt │ │ ├── dickens-davidcopperfield.txt │ │ ├── dickens-greatexpectations.txt │ │ ├── dickens-hardtimes.txt │ │ ├── dickens-olivertwist.txt │ │ ├── dickens-ourmutualfriend.txt │ │ ├── dickens-pickwickpapers.txt │ │ ├── dickens-taleoftwocities.txt │ │ ├── dumas-blacktulip.txt │ │ ├── dumas-maninironmask.txt │ │ ├── dumas-montecristo.txt │ │ ├── dumas-tenyearslater.txt │ │ ├── dumas-threemusketeers.txt │ │ ├── dumas-twentyyearsafter.txt │ │ ├── melville-bartleby.txt │ │ ├── melville-conman.txt │ │ ├── melville-moby_dick.txt │ │ ├── melville-omoo.txt │ │ ├── melville-piazzatales.txt │ │ ├── melville-pierre.txt │ │ ├── melville-typee.txt │ │ ├── shakespeare-caesar.txt │ │ ├── shakespeare-lear.txt │ │ ├── shakespeare-midsummer.txt │ │ ├── shakespeare-muchado.txt │ │ ├── shakespeare-othello.txt │ │ ├── shakespeare-romeo.txt │ │ └── shakespeare-twelfthnight.txt │ ├── mit_restaurant │ │ ├── mit_restaurant.zip │ │ ├── restauranttest.bio │ │ ├── restauranttrain.bio │ │ └── restaurantvalid.bio │ └── toy_corpus │ │ ├── StartTextA.txt │ │ ├── StartTextB.txt │ │ ├── StartTextC.txt │ │ ├── StartTextD.txt │ │ ├── TextE.txt │ │ └── TextF.txt ├── fig │ ├── 01-Interpretive_Loop.JPG │ ├── 01-ner.png │ ├── 01-search.png │ ├── 01-task-tool.png │ ├── 01-topicmodelling.png │ ├── 02-plot-points.png │ ├── 02-plot-vectors.png │ ├── 05-lsa-plot-color.png │ ├── 05-lsa-plot-labeled.png │ ├── 05-lsa-plot.png │ ├── 05-projections.jpg │ ├── 05-svd-dropoff.png │ ├── 05-svd.png │ ├── 05-truncatedsvd.png │ ├── 05-visualization.png │ ├── 0_jupyterlab_landing_page.png │ ├── 0_jupyterlab_left_side_bar.png │ ├── 0_jupyterlab_main_work_area.png │ ├── 0_jupyterlab_menu_bar.png │ ├── 0_jupyterlab_notebook_screenshot.png │ ├── 0_multipanel_jupyterlab_screenshot.png │ ├── 10-Attention-Heads.jpg │ ├── 10-bert-fine-tune.png │ ├── 10-bertviz.png │ ├── 10-embeddings.jpg │ ├── 10-fullbert.jpg │ ├── 10-linear-layer.jpg │ ├── LSA_cumulative_information_retained_plot.png │ ├── wordEmbed_CBOW.png │ ├── wordEmbed_NN-MLP.svg │ ├── wordEmbed_NN-SG-model-architecture.png │ ├── wordEmbed_NN-cats-dogs-linear-boundary.png │ ├── wordEmbed_NN-hierarchical-features.png │ ├── wordEmbed_NN-perceptron.svg │ ├── wordEmbed_NN-training-methods.png │ ├── wordEmbed_PCA-variance.jpg │ ├── wordEmbed_PCAviz.jpg │ ├── wordEmbed_word2vec-CBOW-model-architecture.png │ └── wordEmbeddings_word2vecPCA_cumulative_variance_explained.jpg └── files │ ├── environment_cpu.yml │ ├── environment_cuda118.yml │ └── environment_justTransformers_cuda118.yml ├── index.md ├── instructors └── instructor-notes.md ├── learners ├── discuss.md ├── reference.md └── setup.md ├── notebooks 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