├── .gitignore ├── LICENSE ├── README.md ├── capstone.pdf ├── count_based_models ├── sklearn_classifiers.ipynb └── xg_cat_boost.ipynb ├── data_prep ├── data_expl.ipynb ├── data_preprocess.ipynb ├── dataset │ └── README.md ├── imgs │ └── ascii-cheat-sheet.png ├── processed │ └── README.md ├── run_fast_text_tool.sh ├── utils.py └── word_vectors.ipynb ├── deep_models ├── __init__.py ├── paper_01_cnn_sent_class │ ├── README.md │ ├── models.html │ └── models.ipynb ├── paper_02_cnn_sent_model │ ├── README.md │ ├── models.html │ ├── models.ipynb │ └── utils.py ├── paper_03_med_cnn │ ├── README.md │ ├── models.html │ ├── models.ipynb │ └── utils.py ├── paper_04_vdcnn │ ├── README.md │ ├── models.html │ └── models.ipynb ├── paper_05_racnn │ ├── README.md │ ├── models.html │ └── models.ipynb ├── paper_06_mvcnn │ ├── README.md │ ├── models.html │ └── models.ipynb ├── paper_07_mgnccnn │ ├── README.md │ ├── models.html │ └── models.ipynb ├── paper_08_lstm │ ├── README.md │ ├── models.html │ └── models.ipynb ├── paper_09_dse_lstm │ ├── README.md │ ├── models.html │ └── models.ipynb ├── paper_10_mul_lstm │ ├── README.md │ ├── models.html │ ├── models.ipynb │ └── utils.py ├── paper_11_hier_att_net │ ├── README.md │ ├── models.html │ ├── models.ipynb │ └── utils.py ├── paper_12_rcnn │ ├── README.md │ ├── models.html │ └── models.ipynb ├── paper_13_ensemble_cnn_rnn │ ├── README.md │ ├── models.html │ └── models.ipynb ├── paper_14_clstm │ ├── README.md │ ├── models.html │ └── models.ipynb ├── paper_15_comb_cnn_rnn │ ├── README.md │ ├── models.html │ └── models.ipynb └── paper_16_ac_blstm │ ├── README.md │ ├── models.html │ └── models.ipynb ├── images ├── paper_01_cnn_sent_class.png ├── paper_02_cnn_sent_model.png ├── paper_03_med_cnn.png ├── paper_04_vdcnn.png ├── paper_05_racnn.png ├── paper_06_mvcnn.png ├── paper_07_mgcnn.png ├── paper_08_lstm.png ├── paper_09_dse_lstm.png ├── paper_10_mul_lstm.png ├── paper_11_hier_att_net.png ├── paper_12_rcnn.png ├── paper_13_ensemble_cnn_rnn.png ├── paper_14_clstm.png ├── paper_15_comb_cnn_rnn.png └── paper_16_ac_blstm.png ├── lib └── global_utils.py ├── proposal.pdf └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bicepjai/Deep-Survey-Text-Classification/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bicepjai/Deep-Survey-Text-Classification/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bicepjai/Deep-Survey-Text-Classification/HEAD/README.md -------------------------------------------------------------------------------- /capstone.pdf: 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