├── PrepareData.ipynb ├── README.md ├── checkpoints └── pretrain │ └── checkpoint.bert.tar └── code ├── dataset ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── __init__.cpython-38.pyc │ ├── data_augmentation.cpython-36.pyc │ ├── data_augmentation.cpython-37.pyc │ ├── data_augmentation.cpython-38.pyc │ ├── dataset_wrapper.cpython-36.pyc │ ├── dataset_wrapper.cpython-37.pyc │ ├── dataset_wrapper.cpython-38.pyc │ ├── finetune_dataset.cpython-36.pyc │ ├── finetune_dataset.cpython-37.pyc │ ├── finetune_dataset.cpython-38.pyc │ ├── pretrain_dataset.cpython-36.pyc │ ├── pretrain_dataset.cpython-37.pyc │ └── pretrain_dataset.cpython-38.pyc ├── data_augmentation.py ├── dataset_wrapper.py ├── finetune_dataset.py └── pretrain_dataset.py ├── finetuning.py ├── model ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── __init__.cpython-38.pyc │ ├── bert.cpython-36.pyc │ ├── bert.cpython-37.pyc │ ├── bert.cpython-38.pyc │ ├── classification_model.cpython-36.pyc │ ├── classification_model.cpython-37.pyc │ ├── classification_model.cpython-38.pyc │ ├── predition_model.cpython-36.pyc │ ├── predition_model.cpython-37.pyc │ └── predition_model.cpython-38.pyc ├── bert.py ├── classification_model.py ├── embedding │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── bert.cpython-36.pyc │ │ ├── bert.cpython-37.pyc │ │ ├── bert.cpython-38.pyc │ │ ├── position.cpython-36.pyc │ │ ├── position.cpython-37.pyc │ │ └── position.cpython-38.pyc │ ├── bert.py │ └── position.py └── predition_model.py ├── pretraining.py └── trainer ├── __init__.py ├── __pycache__ ├── __init__.cpython-36.pyc ├── __init__.cpython-37.pyc ├── __init__.cpython-38.pyc ├── finetune.cpython-36.pyc ├── finetune.cpython-37.pyc ├── finetune.cpython-38.pyc ├── focal_loss.cpython-36.pyc ├── focal_loss.cpython-37.pyc ├── focal_loss.cpython-38.pyc ├── metric.cpython-36.pyc ├── pretrain.cpython-36.pyc ├── pretrain.cpython-37.pyc └── pretrain.cpython-38.pyc ├── finetune.py ├── focal_loss.py └── pretrain.py /PrepareData.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/linlei1214/SITS-Former/HEAD/PrepareData.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/linlei1214/SITS-Former/HEAD/README.md -------------------------------------------------------------------------------- /checkpoints/pretrain/checkpoint.bert.tar: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/linlei1214/SITS-Former/HEAD/checkpoints/pretrain/checkpoint.bert.tar -------------------------------------------------------------------------------- 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