├── .gitignore ├── README.md ├── __init__.py ├── donutx ├── __init__.py ├── missing_imputation.py ├── modified_elbo.py └── variational_autoencoder │ ├── __init__.py │ ├── basic_variational_autoencoder.py │ ├── conditional_variational_autoencoder.py │ ├── partial_conditional_variational_autoencoder.py │ └── variational_autoencoder.py ├── evaluation_metric.py ├── kpi_frame_dataloader.py ├── kpi_frame_dataset.py ├── kpi_series.py ├── main.py ├── model.py ├── network ├── __init__.py ├── fc_gaussian_statistic.py ├── loop.py └── mlp.py ├── requirements.txt ├── sample_data.csv ├── torch_util ├── __init__.py └── parallel_dataset.py ├── utility ├── __init__.py └── timer.py └── visual ├── __init__.py └── curve.py /.gitignore: -------------------------------------------------------------------------------- 1 | __pycache__/ 2 | .DS_Store 3 | -------------------------------------------------------------------------------- /README.md: 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