├── LICENSE ├── README.md ├── config.yaml ├── data_processed ├── Test │ └── readme_test.md ├── Training │ └── readme_training.md ├── Validation │ └── readme_validation.md └── data_processed_readme.md ├── data_raw └── data_raw_readme.md ├── data_scaling_exploration.ipynb ├── deterioration.py ├── holdout.py ├── how_it_works.md ├── main_processing.py ├── main_train.py ├── model.py ├── nan_exploration.ipynb ├── performance_comparison.ipynb ├── saved_models ├── GAN_00.h5 ├── GAN_00_discriminator.h5 ├── pGAN_00.h5 ├── pGAN_00_discriminator.h5 ├── radme_models.md └── seq2seq_00.h5 ├── tools.py ├── train.py └── utils ├── imputation_example_00.png ├── imputation_example_01.png ├── imputation_example_02.png ├── loss_formula_pagan.png ├── loss_formula_pgan.png ├── loss_formula_seq2seq.png ├── model_schema.png ├── performance_comparison_3models.png └── seq2seq_architecture.png /LICENSE: -------------------------------------------------------------------------------- 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