├── .gitignore ├── CODE_OF_CONDUCT.md ├── Code ├── Plotting │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ └── plots.cpython-37.pyc │ └── plots.py ├── Profiling │ ├── Intermittent │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ └── intermittent.cpython-37.pyc │ │ └── intermittent.py │ ├── __init__.py │ └── __pycache__ │ │ └── __init__.cpython-37.pyc ├── Regressors │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ └── regressors.cpython-37.pyc │ ├── regressors.py │ ├── similar_day.py │ └── temperatures.py ├── Scoring │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── forecast.cpython-37.pyc │ │ ├── kpi.cpython-37.pyc │ │ ├── scoring.cpython-37.pyc │ │ ├── train.cpython-37.pyc │ │ └── train_test.cpython-37.pyc │ ├── forecast.py │ ├── kpi.py │ ├── scoring.py │ ├── train.py │ └── train_test.py ├── Utils │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ └── utils.cpython-37.pyc │ └── utils.py ├── __init__.py └── __pycache__ │ └── __init__.cpython-37.pyc ├── Configuration ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ └── config.cpython-37.pyc ├── config.py └── config.yaml ├── Dashboards └── EnergyDashboard.pbix ├── Docs ├── Images │ ├── banner.jpg │ ├── calendar.png │ ├── elbow.png │ ├── intermittent_TS.png │ ├── panel_data.png │ ├── sliding_plot.png │ └── thermal.png └── Slides │ └── ds_toolkit_forecasting_2.0_memo.pdf ├── Environment └── forecasting_energy.yml ├── LICENSE ├── Notebooks ├── EnergyClusteringRegular.ipynb ├── EnergyDataExploration.ipynb ├── EnergyPredictionDataPreparation.ipynb ├── EnergyPredictionScoring.ipynb └── EnergyProfilingIntermittent.ipynb ├── README.md ├── SECURITY.md ├── SUPPORT.md ├── Tests ├── InsuranceClaimsDataPreparation.ipynb └── InsuranceClaimsProfilingIntermittent.ipynb └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- 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