├── .devcontainer ├── Dockerfile ├── devcontainer.json └── postCreateCommand.sh ├── .gitignore ├── .pdm.toml ├── LICENSE ├── README.md ├── docs └── figures │ └── fig_article.png ├── environment └── config_generate_synthetic.yaml ├── pdm.lock ├── pyproject.toml └── src ├── assets └── samples_post │ ├── sample_ecg.npy │ ├── sample_forda.npy │ └── sample_synthetic.npy ├── generate_synthetic_datasets └── preprocess_synthetic.py ├── learning_pytorch ├── Trainable.py ├── callbacks.py ├── custom_reader.py ├── data_module.py ├── horovod_subset │ ├── data_loader_base.py │ └── pytorch_data_loaders.py ├── model │ ├── BiLstmModel.py │ ├── CnnModel.py │ ├── ModelBase.py │ ├── TransformerModel.py │ └── __init__.py └── transform │ ├── augment_signal.py │ └── transform_signal.py ├── notebooks └── visualise_sample.ipynb ├── operations ├── __exec_generate_data.py └── __exec_postprocessing.py ├── postprocessing_pytorch ├── manipulation_results.py └── method_arguments.py ├── shared_types └── schema.py └── shared_utils ├── logger.py ├── scaler.py ├── utils_data.py ├── utils_path.py └── utils_visualization.py /.devcontainer/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hturbe/InterpretTime/HEAD/.devcontainer/Dockerfile -------------------------------------------------------------------------------- /.devcontainer/devcontainer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hturbe/InterpretTime/HEAD/.devcontainer/devcontainer.json -------------------------------------------------------------------------------- /.devcontainer/postCreateCommand.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | pdm install 4 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 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