├── .gitignore ├── LICENSE.txt ├── README.md ├── app ├── Database.py ├── LogObject.py ├── Logs.py ├── NGram.py ├── QueryObject.py ├── SuggestionList.py ├── __init__.py ├── baseline_tools.py ├── config.py ├── data │ ├── bigram-rock.pkl │ ├── embedding-rock-rn-10-500.pkl │ └── rn2letter-rock.pkl ├── diversity_tools.py ├── dynamic_programming_tools.py ├── latin_squares_experiment_tools.py ├── log_analysis_tools.py ├── make_object_tools.py ├── music21_chord_tools.py ├── pkls │ ├── condition_ordering.pkl │ ├── participant_count.txt │ └── rn2letter.pkl ├── plot_embedding_tools.py ├── plot_presentation_plots.py ├── requirements.txt ├── resource.py ├── retrieve_SkipGram_weights.py ├── retrieve_model_tools.py ├── server.py ├── static │ ├── back.html │ ├── bootstrap │ │ ├── 2.x │ │ │ ├── css │ │ │ │ ├── bootstrap-responsive.css │ │ │ │ ├── bootstrap-responsive.min.css │ │ │ │ ├── bootstrap.css │ │ │ │ └── bootstrap.min.css │ │ │ ├── img │ │ │ │ ├── glyphicons-halflings-white.png │ │ │ │ └── glyphicons-halflings.png │ │ │ └── js │ │ │ │ ├── bootstrap.js │ │ │ │ └── bootstrap.min.js │ │ ├── 3.x │ │ │ ├── css │ │ │ │ ├── bootstrap-theme.css │ │ │ │ ├── bootstrap-theme.css.map │ │ │ │ ├── bootstrap-theme.min.css │ │ │ │ ├── bootstrap.css │ │ │ │ ├── bootstrap.css.map │ │ │ │ └── bootstrap.min.css │ │ │ ├── fonts │ │ │ │ ├── glyphicons-halflings-regular.eot │ │ │ │ ├── glyphicons-halflings-regular.svg │ │ │ │ ├── glyphicons-halflings-regular.ttf │ │ │ │ ├── glyphicons-halflings-regular.woff │ │ │ │ └── glyphicons-halflings-regular.woff2 │ │ │ └── js │ │ │ │ ├── bootstrap.js │ │ │ │ ├── bootstrap.min.js │ │ │ │ └── npm.js │ │ ├── css │ │ │ ├── bootstrap-theme.css │ │ │ ├── bootstrap-theme.css.map │ │ │ ├── bootstrap-theme.min.css │ │ │ ├── bootstrap.css │ │ │ ├── bootstrap.css.map │ │ │ └── bootstrap.min.css │ │ ├── fonts │ │ │ ├── glyphicons-halflings-regular.eot │ │ │ ├── glyphicons-halflings-regular.svg │ │ │ ├── glyphicons-halflings-regular.ttf │ │ │ ├── glyphicons-halflings-regular.woff │ │ │ └── glyphicons-halflings-regular.woff2 │ │ └── js │ │ │ ├── bootstrap.js │ │ │ ├── bootstrap.min.js │ │ │ └── npm.js │ ├── css │ │ ├── bootstrap-rating.css │ │ ├── bootstrap-slider.css │ │ └── star-rating.css │ ├── img │ │ ├── glyphicons-halflings-white.png │ │ └── glyphicons-halflings.png │ ├── inc │ │ ├── Base64.js │ │ └── base64binary.js │ ├── index.html │ ├── js │ │ ├── InputTextCellSequence.js │ │ ├── MIDI │ │ │ ├── AudioDetect.js │ │ │ ├── LICENSE.txt │ │ │ ├── LoadPlugin.js │ │ │ ├── Player.js │ │ │ └── Plugin.js │ │ ├── UI │ │ │ ├── jquery.caret.1.02.min.js │ │ │ └── ui-bootstrap-tpls-0.12.1.js │ │ ├── Window │ │ │ ├── DOMLoader.XMLHttp.js │ │ │ ├── Event.js │ │ │ └── Queue.js │ │ ├── colorTools.js │ │ ├── componentClasses.js │ │ ├── d3.js │ │ ├── fonts │ │ │ ├── glyphicons-halflings-regular.eot │ │ │ ├── glyphicons-halflings-regular.svg │ │ │ ├── glyphicons-halflings-regular.ttf │ │ │ ├── glyphicons-halflings-regular.woff │ │ │ ├── glyphicons-halflings-regular.woff2 │ │ │ ├── glyphicons-halflings-white.png │ │ │ └── glyphicons-halflings.png │ │ ├── images │ │ │ ├── bunny.jpg │ │ │ ├── kandinsky.jpg │ │ │ ├── pollock.jpg │ │ │ └── van_gogh.jpg │ │ ├── jquery.caret-1.5.2.js │ │ ├── libs │ │ │ ├── angular.js │ │ │ ├── angular.min.js │ │ │ ├── angular.min.js.map │ │ │ ├── bootstrap-rating copy.css │ │ │ ├── bootstrap-rating copy.js │ │ │ ├── bootstrap-rating.css │ │ │ ├── bootstrap-rating.js │ │ │ ├── css │ │ │ │ ├── bootstrap-rating.css │ │ │ │ ├── bootstrap-responsive.css │ │ │ │ ├── bootstrap-responsive.min.css │ │ │ │ ├── bootstrap-theme.css │ │ │ │ ├── bootstrap-theme.css.map │ │ │ │ ├── bootstrap-theme.min.css │ │ │ │ ├── bootstrap.css │ │ │ │ ├── bootstrap.css.map │ │ │ │ ├── bootstrap.min.css │ │ │ │ ├── glyphicons-halflings-white.png │ │ │ │ ├── glyphicons-halflings.png │ │ │ │ └── img │ │ │ │ │ ├── glyphicons-halflings-white.png │ │ │ │ │ └── glyphicons-halflings.png │ │ │ ├── css_bk │ │ │ │ ├── bootstrap-theme.css │ │ │ │ ├── bootstrap-theme.css.map │ │ │ │ ├── bootstrap-theme.min.css │ │ │ │ ├── bootstrap.css │ │ │ │ ├── bootstrap.css.map │ │ │ │ └── bootstrap.min.css │ │ │ ├── fonts │ │ │ │ ├── glyphicons-halflings-regular.eot │ │ │ │ ├── glyphicons-halflings-regular.svg │ │ │ │ ├── glyphicons-halflings-regular.ttf │ │ │ │ ├── glyphicons-halflings-regular.woff │ │ │ │ ├── glyphicons-halflings-regular.woff2 │ │ │ │ ├── glyphicons-halflings-white.png │ │ │ │ └── glyphicons-halflings.png │ │ │ ├── heartbeat.js │ │ │ ├── images │ │ │ │ ├── glyphicons-halflings-white.png │ │ │ │ ├── glyphicons-halflings.png │ │ │ │ ├── jquery-1.11.3.min.js │ │ │ │ ├── jquery-2.1.4.min.js │ │ │ │ ├── ui-bg_glass_100_f6f6f6_1x400.png │ │ │ │ └── ui-bg_highlight-soft_100_eeeeee_1x100.png │ │ │ ├── img │ │ │ │ ├── glyphicons-halflings-white.png │ │ │ │ └── glyphicons-halflings.png │ │ │ ├── jquery-1.11.2.min.js │ │ │ ├── jquery-1.11.3.js │ │ │ ├── jquery-migrate-1.2.1.min.js │ │ │ ├── jquery-ui.css │ │ │ ├── jquery-ui.js │ │ │ ├── js │ │ │ │ ├── bootstrap.js │ │ │ │ └── bootstrap.min.js │ │ │ ├── npm.js │ │ │ ├── socket.io.js │ │ │ ├── star-rating copy.css │ │ │ ├── star-rating copy.js │ │ │ ├── star-rating.css │ │ │ ├── star-rating.js │ │ │ ├── underscore-min.js │ │ │ └── underscore-min.map │ │ ├── main.js │ │ ├── mediaHandler.js │ │ ├── midiTools.js │ │ ├── player-0.0.10.js │ │ ├── ratingUIs.js │ │ ├── setup_midi.js │ │ ├── socketSetup.js │ │ ├── trigger_remainder.js │ │ └── utility │ │ │ ├── LICENSE.txt │ │ │ └── diff.js │ ├── soundfont │ │ ├── acoustic_grand_piano-mp3.js │ │ ├── acoustic_grand_piano-ogg.js │ │ ├── acoustic_guitar_nylon-mp3.js │ │ ├── acoustic_guitar_nylon-ogg.js │ │ ├── acoustic_guitar_steel-mp3.js │ │ ├── acoustic_guitar_steel-ogg.js │ │ ├── asset_pack_basic.json │ │ ├── celesta-mp3.js │ │ ├── celesta-ogg.js │ │ ├── cello-mp3.js │ │ ├── cello-ogg.js │ │ ├── synth_drum-mp3.js │ │ └── synth_drum-ogg.js │ └── test.html ├── statistical_analysis_tools.py ├── test_Database.py ├── test_Logs.py ├── test_dynamic_programming_tools.py ├── test_log_analysis_tools.py ├── test_retrieve_model_tools.py └── utility_tools.py ├── chord2vec ├── CBOW.py ├── Data.py ├── LSTM.py ├── NGram.py ├── PreprocessedData.py ├── SkipGram.py ├── SkipGramNN.py ├── WeightsContainer.py ├── __init__.py ├── attribute_tools.py ├── autograd_utilities.py ├── benchmark_tools.py ├── compare_embeddings_tools.py ├── compare_tools.py ├── config.py ├── data │ ├── bach-letters-augmented-translation_dict.pkl │ ├── bach-letters-augmented.pkl │ ├── bach-letters-augmented.txt │ ├── bach_chorales_rn.pkl │ ├── bach_chorales_rn.txt │ ├── bigram-rock.pkl │ ├── chords │ │ └── rock │ │ │ ├── test │ │ │ ├── rock-test.pkl │ │ │ └── rock-test.txt │ │ │ └── train │ │ │ ├── rock-train.pkl │ │ │ └── rock-train.txt │ ├── embedding-rock-rn-10-500.pkl │ ├── rn2letter-rock.pkl │ ├── rock-rns.pkl │ ├── rock-rns.txt │ ├── rock_letternames_fixed.pkl │ ├── rock_letternames_fixed.txt │ └── test_skipgram_model.pkl ├── dynamic_programming_tools.py ├── load_songs_tools.py ├── models │ └── rock-letter │ │ ├── chord2vec │ │ ├── best_models │ │ │ ├── window-1_bigram-False_hiddenSize-10_crossEntropy-2.47_bestIter-49-maxEpoch-50_opt-SGD_l2reg-0.01.pkl │ │ │ ├── window-1_bigram-False_hiddenSize-20_crossEntropy-2.414_bestIter-79-maxEpoch-80_opt-SGD_l2reg-0.0100.pkl │ │ │ └── window-2_bigram-False_hiddenSize-20_crossEntropy-2.447_bestIter-79-maxEpoch-80_opt-SGD_l2reg-0.0100.pkl │ │ ├── window-1_bigram-False_hiddenSize-20_crossEntropy-2.414_bestIter-79-maxEpoch-80_opt-SGD_l2reg-0.0100.pkl │ │ ├── window-1_bigram-True_hiddenSize-20_crossEntropy-2.426_bestIter-79-maxEpoch-80_opt-SGD_l2reg-0.0100.pkl │ │ └── window-2_bigram-False_hiddenSize-20_crossEntropy-2.447_bestIter-79-maxEpoch-80_opt-SGD_l2reg-0.0100.pkl │ │ ├── lstm │ │ ├── stateSize-20_trainIter-300_trainLoss-1.8312.pkl │ │ └── stateSize-20_trainIter-400_trainLoss-1.7789.pkl │ │ ├── rock-2.arpa │ │ ├── rock-3.arpa │ │ ├── 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