├── Pipfile ├── README.md ├── configs ├── baseline.json ├── cnn_ae_fd1.json ├── cnn_ae_fd2.json ├── cnn_ae_fd3.json ├── cnn_ae_fd4.json ├── cnn_fd1.json ├── cnn_fd2.json ├── cnn_fd3.json ├── cnn_fd4.json ├── cnn_pre_fd1.json ├── cnn_pre_fd2.json ├── cnn_pre_fd3.json └── cnn_pre_fd4.json ├── results └── semi_supervised.csv ├── src ├── building │ ├── __init__.py │ ├── build.py │ └── build_common.py ├── datasets │ ├── __init__.py │ ├── baseline.py │ ├── cmapss.py │ └── loader.py ├── evaluation │ ├── add_rul_score.py │ ├── export_results_semi_supervised.py │ └── plot_semi_supervised.py ├── hyperopt │ ├── hyperopt_semi_supervised.py │ └── hyperopt_supervised.py ├── lightning │ ├── autoencoder.py │ ├── baseline.py │ ├── loggers.py │ ├── metrics.py │ ├── mixins.py │ └── pretraining.py ├── models │ ├── layers.py │ └── networks.py ├── reproduce_baseline.py ├── reproduce_semi_supervised.py ├── run_baseline.py ├── run_pretraining.py ├── run_rbm.py └── run_semi_supervised.py └── tests ├── __init__.py ├── dataset_tests ├── __init__.py ├── templates.py ├── test_baseline.py ├── test_cmapss.py └── test_loader.py ├── lightning_tests ├── __init__.py ├── test_autoencoder.py ├── test_baseline.py ├── test_loggers.py ├── test_metrics.py └── test_pretraining.py ├── model_tests ├── __init__.py ├── test_layers.py └── test_networks.py └── test_building.py /Pipfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tilman151/self-supervised-ssl/HEAD/Pipfile -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tilman151/self-supervised-ssl/HEAD/README.md -------------------------------------------------------------------------------- /configs/baseline.json: -------------------------------------------------------------------------------- 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