├── .gitignore ├── GridSearch.py ├── LICENSE ├── Model ├── 1.CS │ └── .gitkeep ├── 2.TLSTM │ └── .gitkeep └── 3.CS_TLSTM │ └── .gitkeep ├── Plot_hyper.py ├── Plots_tuning ├── 1 │ └── .gitkeep ├── 2 │ └── .gitkeep └── 3 │ └── .gitkeep ├── README.md ├── Results └── .gitkeep ├── data ├── fl_st.txt ├── processed │ ├── .gitkeep │ ├── bpi_12_w.csv │ └── helpdesk.csv └── raw │ └── .gitkeep ├── environment.yml ├── history ├── 1 │ └── .gitkeep ├── 2 │ └── .gitkeep └── 3 │ └── .gitkeep ├── main.py ├── notebooks ├── .gitkeep ├── .ipynb_checkpoints │ ├── 1. Train-checkpoint.ipynb │ ├── 2. Test-checkpoint.ipynb │ └── 3. Evaluation-checkpoint.ipynb ├── 1. Train.ipynb ├── 2. Test.ipynb ├── 3. Evaluation.ipynb └── screen.PNG ├── setup.py ├── src ├── Data │ ├── Datahandler.py │ └── __init__.py ├── Evaluates │ ├── Evaluate.py │ └── __init__.py ├── Features │ ├── ComputeCW.py │ ├── Preprocess.py │ └── __init__.py ├── Hyperparameter │ ├── Hyperparameter.py │ └── __init__.py ├── Models │ ├── Model.py │ ├── TLSTM_layer.py │ ├── Test.py │ └── __init__.py └── __init__.py └── test_environment.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/.gitignore -------------------------------------------------------------------------------- /GridSearch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/GridSearch.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/LICENSE -------------------------------------------------------------------------------- /Model/1.CS/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Model/2.TLSTM/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Model/3.CS_TLSTM/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Plot_hyper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/Plot_hyper.py -------------------------------------------------------------------------------- /Plots_tuning/1/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Plots_tuning/2/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Plots_tuning/3/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/README.md -------------------------------------------------------------------------------- /Results/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /data/fl_st.txt: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /data/processed/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /data/processed/bpi_12_w.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/data/processed/bpi_12_w.csv -------------------------------------------------------------------------------- /data/processed/helpdesk.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/data/processed/helpdesk.csv -------------------------------------------------------------------------------- /data/raw/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/environment.yml -------------------------------------------------------------------------------- /history/1/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /history/2/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /history/3/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/main.py -------------------------------------------------------------------------------- /notebooks/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /notebooks/.ipynb_checkpoints/1. Train-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/notebooks/.ipynb_checkpoints/1. Train-checkpoint.ipynb -------------------------------------------------------------------------------- /notebooks/.ipynb_checkpoints/2. Test-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/notebooks/.ipynb_checkpoints/2. Test-checkpoint.ipynb -------------------------------------------------------------------------------- /notebooks/.ipynb_checkpoints/3. Evaluation-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/notebooks/.ipynb_checkpoints/3. Evaluation-checkpoint.ipynb -------------------------------------------------------------------------------- /notebooks/1. Train.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/notebooks/1. Train.ipynb -------------------------------------------------------------------------------- /notebooks/2. Test.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/notebooks/2. Test.ipynb -------------------------------------------------------------------------------- /notebooks/3. Evaluation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/notebooks/3. Evaluation.ipynb -------------------------------------------------------------------------------- /notebooks/screen.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/notebooks/screen.PNG -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/setup.py -------------------------------------------------------------------------------- /src/Data/Datahandler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/src/Data/Datahandler.py -------------------------------------------------------------------------------- /src/Data/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/Evaluates/Evaluate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/src/Evaluates/Evaluate.py -------------------------------------------------------------------------------- /src/Evaluates/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/Features/ComputeCW.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/src/Features/ComputeCW.py -------------------------------------------------------------------------------- /src/Features/Preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/src/Features/Preprocess.py -------------------------------------------------------------------------------- /src/Features/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/Hyperparameter/Hyperparameter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/src/Hyperparameter/Hyperparameter.py -------------------------------------------------------------------------------- /src/Hyperparameter/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/Models/Model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/src/Models/Model.py -------------------------------------------------------------------------------- /src/Models/TLSTM_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/src/Models/TLSTM_layer.py -------------------------------------------------------------------------------- /src/Models/Test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/src/Models/Test.py -------------------------------------------------------------------------------- /src/Models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /test_environment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/annguy/time-aware-pbpm/HEAD/test_environment.py --------------------------------------------------------------------------------