├── .gitignore ├── README.md ├── __pycache__ ├── common.cpython-39.pyc ├── config.cpython-39.pyc ├── metrics.cpython-39.pyc ├── model.cpython-39.pyc ├── process_data_dl.cpython-39.pyc ├── process_data_ml.cpython-39.pyc └── process_data_pretrain.cpython-39.pyc ├── common.py ├── config.py ├── dl_algorithm ├── capsules_model.py ├── cnn.py ├── dl_config.py ├── dl_model.py ├── lstm.py └── transformer.py ├── logs └── events.out.tfevents.1679558718.huangzihengdeMacBook-Air.local ├── main.py ├── metrics.py ├── ml_algorithm └── ml_model.py ├── model.py ├── pic ├── pic_dl.png ├── pic_ml.png ├── pretrain_pic.png ├── result.png ├── tensorboard.png ├── test_pic.png └── train_pic.png ├── pretrain_algorithm ├── bert_graph.py ├── deberta_graph.py ├── nezha_graph.py ├── pre_model.py └── roberta_wwm.py ├── pretrain_model └── bert_wwm │ └── readme.txt ├── process_data_dl.py ├── process_data_ml.py ├── process_data_pretrain.py ├── requirements.txt ├── save_model └── knn.pkl ├── trick ├── dynamic_padding.py ├── early_stop.py ├── fgm_pgd_ema.py ├── init_model.py └── set_all_seed.py └── word2vec_train.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hziheng/Machine-learning-project-for-text-classification/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hziheng/Machine-learning-project-for-text-classification/HEAD/README.md -------------------------------------------------------------------------------- /__pycache__/common.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hziheng/Machine-learning-project-for-text-classification/HEAD/__pycache__/common.cpython-39.pyc -------------------------------------------------------------------------------- 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