├── .all-contributorsrc ├── .editorconfig ├── .gitignore ├── .readthedocs.yml ├── .travis.yml ├── CHANGELOG.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE.txt ├── README.md ├── docs ├── Makefile ├── _static │ ├── eval_plot.html │ ├── evaluation-click.gif │ ├── evaluation-hover-k-fold.png │ ├── evaluation-hover-measures.gif │ ├── evaluation-hover-volume.gif │ ├── evaluation-hover.gif │ ├── evaluation-hover_.gif │ ├── evaluation-plot.png │ ├── live_test-full.png │ ├── live_test.png │ ├── live_test_stem.gif │ ├── live_test_stem_raw.png │ ├── mapreduce-ss3-full.jpg │ ├── mapreduce-ss3.jpg │ ├── movie_review_evaluations.png │ ├── movie_review_evaluations_kfold.png │ ├── movie_review_evaluations_kfold_op.png │ ├── movie_review_evaluations_kfold_op_python.png │ ├── output_15_1.png │ ├── output_16_1.png │ ├── output_30_1.png │ ├── plot_evaluations.gif │ ├── ss3_favicon.ico │ ├── ss3_live_test.gif │ ├── ss3_logo.png │ ├── ss3_logo_banner.png │ ├── ss3_model_evaluation[movie_review_3grams].html │ ├── ss3_model_evaluation[topic_categorization_3grams].html │ ├── topic_evaluations.png │ ├── wordcloud_11_0.png │ ├── wordcloud_13_0.png │ ├── wordcloud_15_0.png │ ├── wordcloud_17_0.png │ ├── wordcloud_7_0.png │ └── wordcloud_9_0.png ├── about │ ├── changelog.rst │ ├── contributing.rst │ └── license.rst ├── api │ └── index.rst ├── conf.py ├── index.rst ├── make.bat ├── paper │ ├── images │ │ ├── fig1.jpg │ │ ├── fig2.jpg │ │ └── fig3.jpg │ ├── paper.bib │ └── paper.md ├── requirements.txt ├── tutorials │ ├── custom-preprocessing.rst │ ├── extract-insight.rst │ ├── movie-review-notebook.rst │ ├── movie-review.rst │ ├── setup.rst │ ├── topic-categorization.rst │ ├── topic_categorization-notebook.rst │ └── wordcloud.rst └── user_guide │ ├── customization.rst │ ├── getting-started.rst │ ├── installation.rst │ ├── pyss3-command-line.rst │ ├── ss3-classifier.rst │ ├── visualizations.rst │ └── workflow.rst ├── examples ├── README.md ├── custom_preprocessing.ipynb ├── datasets │ ├── movie_genres.zip │ ├── movie_review.zip │ └── topic.zip ├── extract_insight.ipynb ├── imgs │ ├── live_test_stem.gif │ ├── live_test_stem_raw.png │ ├── movie_review_evaluations_kfold.png │ ├── movie_review_evaluations_kfold_op_python.png │ ├── movie_review_evaluations_python.png │ └── topic_evaluations.png ├── movie_genres.ipynb ├── movie_review.ipynb ├── topic_categorization.ipynb └── wordcloud.ipynb ├── pyss3 ├── __init__.py ├── cmd_line.py ├── resources │ ├── evaluation_plot │ │ ├── angular-animate.min.js │ │ ├── angular.min.js │ │ ├── data.js │ │ ├── model_evaluation.html │ │ └── plotly.min.js │ └── live_test │ │ ├── css │ │ ├── bootstrap-theme.min.css │ │ ├── bootstrap.min.css │ │ ├── icon.css │ │ ├── materialize.css │ │ └── materialize.min.css │ │ ├── favicon.ico │ │ ├── fonts │ │ ├── cmu.css │ │ ├── cmunbx.woff │ │ ├── cmunrm.woff │ │ ├── cmunsl.woff │ │ ├── cmunti.woff │ │ └── icon.woff2 │ │ ├── index.html │ │ ├── js │ │ ├── angular-animate.min.js │ │ ├── angular.min.js │ │ ├── app.js │ │ ├── global.js │ │ ├── jquery-1.7.2.min.js │ │ ├── jquery-ui.min.js │ │ └── materialize.min.js │ │ ├── sb-blanco.png │ │ └── unsl.png ├── server.py └── util.py ├── requirements-dev.txt ├── requirements.txt ├── setup.cfg ├── setup.py └── tests ├── __init__.py ├── dataset ├── art&photography.txt ├── beauty&fashion.txt ├── business&finance.txt ├── food.txt ├── health.txt ├── music.txt ├── science&technology.txt └── sports.txt ├── dataset_ml ├── file_labels.tsv ├── train │ ├── docs.txt │ └── labels.txt └── train_files │ ├── a.txt │ └── b.txt ├── dataset_mr.zip ├── dataset_mr ├── neg │ ├── 0_3.txt │ ├── 1_1.txt │ ├── 2_1.txt │ ├── 3_4.txt │ ├── 4_4.txt │ ├── 5_3.txt │ ├── 6_1.txt │ ├── 7_3.txt │ ├── 8_4.txt │ └── 9_1.txt └── pos │ ├── 0_9.txt │ ├── 1_7.txt │ ├── 2_9.txt │ ├── 3_10.txt │ ├── 4_8.txt │ ├── 5_10.txt │ ├── 6_10.txt │ ├── 7_7.txt │ ├── 8_7.txt │ └── 9_7.txt ├── test_cmd_line.py ├── test_pyss3.py ├── test_server.py 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