├── .gitignore ├── LICENSE ├── README.md ├── environment.yml ├── eval ├── README.md ├── __init__.py ├── baselines │ ├── __init__.py │ ├── data_generator.py │ ├── evaluation.py │ ├── predictive_quality │ │ ├── BiLSTM │ │ │ ├── __init__.py │ │ │ ├── baseline_BiLSTM_1.py │ │ │ ├── baseline_BiLSTM_2.py │ │ │ ├── baseline_BiLSTM_3.py │ │ │ ├── baseline_BiLSTM_4.py │ │ │ └── baseline_BiLSTM_5.py │ │ ├── RF │ │ │ ├── __init__.py │ │ │ ├── baseline_RF_1.py │ │ │ ├── baseline_RF_2.py │ │ │ ├── baseline_RF_3.py │ │ │ ├── baseline_RF_4.py │ │ │ └── baseline_RF_5.py │ │ ├── XGBoost │ │ │ ├── __init__.py │ │ │ ├── baseline_XG_1.py │ │ │ ├── baseline_XG_2.py │ │ │ ├── baseline_XG_3.py │ │ │ ├── baseline_XG_4.py │ │ │ └── baseline_XG_5.py │ │ └── __init__.py │ ├── preprocessing.py │ ├── testing.py │ └── training.py ├── case_study │ ├── __init__.py │ ├── filtering_bpi2018.py │ ├── filtering_bpi2020.py │ └── process_analysis.py ├── data │ ├── BPI2020_PermitLog.csv │ ├── bpi2017.zip │ ├── bpi2018_application_log.zip │ └── sp2020.csv ├── evaluation.py ├── predictive_quality │ ├── __init__.py │ ├── evaluation_1.py │ ├── evaluation_2.py │ ├── evaluation_3.py │ ├── evaluation_4.py │ ├── evaluation_5.py │ └── most_least │ │ ├── __init__.py │ │ ├── evaluation_without_least_relevant_2.py │ │ └── evaluation_without_most_relevant_2.py ├── simple_test.py └── util │ ├── __init__.py │ ├── log_characteristics.py │ └── metrics.py └── grm ├── GGNN.py ├── GGNNsparse.py ├── GRM.py ├── __init__.py ├── preprocessing.py └── util.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fau-is/grm/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fau-is/grm/HEAD/LICENSE -------------------------------------------------------------------------------- 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