├── .gitignore ├── LICENSE ├── README.md ├── code ├── classify_lyrics │ ├── exploratory_analysis.html │ ├── exploratory_analysis.ipynb │ ├── label_encoder.p │ ├── nb_init_model.html │ ├── nb_init_model.ipynb │ ├── nb_init_model_images │ │ ├── bar_genre.eps │ │ ├── bar_genre_mood.eps │ │ ├── bar_year_mood.eps │ │ ├── confmat_training.eps │ │ ├── confmat_valid.eps │ │ ├── histo_year.eps │ │ ├── pie_happy_sad.eps │ │ ├── roc_alpha.eps │ │ ├── roc_final.eps │ │ ├── roc_gridsearch_1.eps │ │ ├── roc_maxfeatures.eps │ │ ├── roc_mindf.eps │ │ ├── roc_ngrams.eps │ │ ├── wordcloud_all_w.png │ │ ├── wordcloud_happy_all.png │ │ ├── wordcloud_happy_all_w.png │ │ ├── wordcloud_sad_all.png │ │ └── wordcloud_sad_all_w.png │ ├── nb_whitelist_model.ipynb │ ├── nb_whitelist_model_data │ │ └── clf_performance.csv │ ├── nb_whitelist_model_images │ │ ├── confmat_tfidf_porter_test.eps │ │ ├── confmat_tfidf_porter_train.eps │ │ ├── roc_different_nb.eps │ │ ├── roc_final.eps │ │ ├── roc_gridsearch_1.eps │ │ ├── roc_gridsearch_2.eps │ │ └── roc_gridsearch_3.eps │ ├── random_forests.ipynb │ ├── random_forests_data │ │ ├── clf_performance.csv │ │ └── rand_forest_featextr_1.csv │ ├── random_forests_images │ │ └── roc_tfidf_porter_1.eps │ ├── random_forests_scripts │ │ ├── label_encoder.p │ │ ├── run_gridsearch_1.py │ │ └── stopwords.p │ ├── stopwords.p │ ├── stopwords_eng.txt │ └── whitelist_dicts │ │ ├── README.md │ │ ├── negative-words.txt │ │ ├── positive-words.txt │ │ ├── semantic_words.p │ │ └── semantic_words_py34.p ├── collect_data │ ├── assign_majorityrule.ipynb │ ├── build_artist_title_db.ipynb │ ├── data_collection.html │ ├── data_collection.ipynb │ ├── get_random_subset.py │ ├── partition_train_valid.py │ ├── redownload_lyrics.html │ └── redownload_lyrics.ipynb ├── webapp-lyricsonly_py27 │ ├── README.md │ ├── app.py │ ├── classify_lyrics │ │ ├── exploratory_analysis.html │ │ ├── exploratory_analysis.ipynb │ │ ├── label_encoder.p │ │ ├── nb_init_model.html │ │ ├── nb_init_model.ipynb │ │ ├── nb_init_model_images │ │ │ ├── bar_genre.eps │ │ │ ├── bar_genre_mood.eps │ │ │ ├── bar_year_mood.eps │ │ │ ├── confmat_training.eps │ │ │ ├── confmat_valid.eps │ │ │ ├── histo_year.eps │ │ │ ├── pie_happy_sad.eps │ │ │ ├── roc_alpha.eps │ │ │ ├── roc_final.eps │ │ │ ├── roc_gridsearch_1.eps │ │ │ ├── roc_maxfeatures.eps │ │ │ ├── roc_mindf.eps │ │ │ ├── roc_ngrams.eps │ │ │ ├── wordcloud_all_w.png │ │ │ ├── wordcloud_happy_all.png │ │ │ ├── wordcloud_happy_all_w.png │ │ │ ├── wordcloud_sad_all.png │ │ │ └── wordcloud_sad_all_w.png │ │ ├── nb_whitelist_model.ipynb │ │ ├── nb_whitelist_model_data │ │ │ └── clf_performance.csv │ │ ├── nb_whitelist_model_images │ │ │ ├── confmat_tfidf_porter_test.eps │ │ │ ├── confmat_tfidf_porter_train.eps │ │ │ ├── roc_different_nb.eps │ │ │ ├── roc_final.eps │ │ │ ├── roc_gridsearch_1.eps │ │ │ ├── roc_gridsearch_2.eps │ │ │ └── roc_gridsearch_3.eps │ │ ├── random_forests.ipynb │ │ ├── random_forests_data │ │ │ ├── clf_performance.csv │ │ │ └── rand_forest_featextr_1.csv │ │ ├── random_forests_images │ │ │ └── roc_tfidf_porter_1.eps │ │ ├── random_forests_scripts │ │ │ ├── label_encoder.p │ │ │ ├── run_gridsearch_1.py │ │ │ └── stopwords.p │ │ ├── stopwords.p │ │ ├── stopwords_eng.txt │ │ └── whitelist_dicts │ │ │ ├── README.md │ │ │ ├── negative-words.txt │ │ │ ├── positive-words.txt │ │ │ ├── semantic_words.p │ │ │ └── semantic_words_py34.p │ ├── collect_data │ │ ├── assign_majorityrule.ipynb │ │ ├── build_artist_title_db.ipynb │ │ ├── data_collection.html │ │ ├── data_collection.ipynb │ │ ├── get_random_subset.py │ │ ├── partition_train_valid.py │ │ ├── redownload_lyrics.html │ │ └── redownload_lyrics.ipynb │ ├── pkl_objects │ │ ├── clf_countv.p │ │ ├── countv.p │ │ ├── label_encoder.p │ │ ├── lyrics_clf-2.p │ │ ├── lyrics_clf.p │ │ ├── lyrics_tfidf_noporter.p │ │ └── num_moodlab.p │ ├── static │ │ └── style.css │ └── templates │ │ ├── _formhelpers.html │ │ ├── results.html │ │ ├── reviewform.html │ │ └── thanks.html └── webapp │ ├── README.md │ ├── artist_title_650.sqlite │ ├── clf_countv.p │ ├── code │ ├── clf_collect_newdata │ │ ├── all_data.p │ │ ├── all_data.sqlite │ │ ├── collect_feature.ipynb │ │ └── num_moodlab.p │ ├── clf_initial │ │ ├── clf_countv.p │ │ ├── countv.p │ │ ├── label_encoder.p │ │ ├── prepare_pickle.ipynb │ │ ├── stopwords_eng.txt │ │ ├── train_lyrics_1000.csv │ │ └── valid_lyrics_200.csv │ └── music_note_cloud │ │ ├── cloudmaker.ipynb │ │ ├── lyrics_cloud.png │ │ ├── musicnote.png │ │ └── train_lyrics_1000.csv │ ├── countv.p │ ├── countv_clf.db │ ├── label_encoder.p │ ├── main.py │ ├── num_moodlab.p │ ├── static │ ├── css │ │ └── main.css │ └── images │ │ └── title_text.png │ ├── temp.p │ └── templates │ ├── _formhelpers.html │ ├── foundlyrics.html │ ├── nolyrics.html │ ├── requirements.txt │ ├── searchform.html │ └── thanks.html ├── dataset ├── auxiliary │ ├── aux.csv │ ├── aux_lyrics_rem.csv │ └── h5_aux │ │ └── README.md ├── million │ ├── README.md │ └── msd_summary_file.h5 ├── random_subsets │ ├── README.md │ └── artist_title_650.sqlite ├── training │ ├── growing_training.sqlite │ ├── h5_train │ │ └── README.md │ ├── train_1000.csv │ ├── train_lyrics_1000.csv │ └── train_lyrics_rem_1000.csv └── validation │ ├── h5_valid │ └── README.md │ ├── valid_lyrics_200.csv │ └── valid_lyrics_rem_200.csv ├── docs ├── performance_table │ └── naive_bayes │ │ ├── perform_nb.aux │ │ ├── perform_nb.pdf │ │ ├── perform_nb.synctex.gz │ │ └── perform_nb.tex └── presentation │ ├── musicmood_20140912.key │ └── musicmood_20140912.pdf └── images ├── _figures.key ├── all_data_sqlite_1_1.png ├── all_data_sqlite_1_2.png ├── exploratory_1.png ├── flowchart.png ├── performance_table.png ├── roc_all.png ├── roc_best.png └── wordclouds.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rasbt/musicmood/HEAD/.gitignore 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