├── .editorconfig ├── .gitignore ├── LICENSE ├── README.md ├── classify.py ├── configs ├── ag_news │ ├── attbilstm.yaml │ ├── fasttext.yaml │ ├── han.yaml │ ├── textcnn.yaml │ └── transformer.yaml ├── dbpedia │ ├── attbilstm.yaml │ ├── fasttext.yaml │ ├── han.yaml │ ├── textcnn.yaml │ └── transformer.yaml └── yahoo_answers │ ├── attbilstm.yaml │ ├── fasttext.yaml │ ├── han.yaml │ ├── textcnn.yaml │ └── transformer.yaml ├── datasets ├── __init__.py ├── dataloader.py ├── info │ ├── __init__.py │ ├── ag_news.py │ ├── amazon_full.py │ ├── amazon_polarity.py │ ├── dbpedia.py │ ├── yahoo_answers.py │ ├── yelp_full.py │ └── yelp_polarity.py └── preprocess │ ├── __init__.py │ ├── document.py │ ├── sentence.py │ └── utils.py ├── models ├── AttBiLSTM │ ├── README.md │ ├── __init__.py │ ├── att_bilstm.py │ └── attention.py ├── HAN │ ├── README.md │ ├── __init__.py │ ├── han.py │ ├── sent_encoder.py │ └── word_encoder.py ├── TextCNN │ ├── README.md │ ├── __init__.py │ ├── cnn1d.py │ └── cnn2d.py ├── Transformer │ ├── README.md │ ├── __init__.py │ ├── attention.py │ ├── encoder_layer.py │ ├── ffn.py │ ├── pe.py │ └── transformer.py ├── __init__.py └── fastText │ ├── README.md │ ├── __init__.py │ └── fasttext.py ├── notes ├── datasets.md └── img │ ├── AttBiLSTM.png │ ├── HAN.png │ ├── TextCNN.png │ ├── Transformer.png │ └── fastText.png ├── preprocess.py ├── requirements.txt ├── test.py ├── train.py ├── trainer ├── __init__.py └── trainer.py └── utils ├── __init__.py ├── common.py ├── embedding.py ├── opts.py └── tensorboard.py /.editorconfig: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Renovamen/Text-Classification/HEAD/.editorconfig -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Renovamen/Text-Classification/HEAD/.gitignore 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