├── .DS_Store ├── LICENSE ├── README.md ├── input ├── .DS_Store ├── README.md ├── meta_open.csv ├── schedule1.csv ├── schedule10.csv ├── schedule11.csv ├── schedule12.csv ├── schedule13.csv ├── schedule14.csv ├── schedule15.csv ├── schedule16.csv ├── schedule17.csv ├── schedule2.csv ├── schedule3.csv ├── schedule4.csv ├── schedule5.csv ├── schedule6.csv ├── schedule7.csv ├── schedule8.csv ├── schedule9.csv ├── temp_open_utc_complete.csv ├── weather0.csv ├── weather1.csv ├── weather10.csv ├── weather11.csv ├── weather12.csv ├── weather13.csv ├── weather14.csv ├── weather15.csv ├── weather16.csv ├── weather17.csv ├── weather18.csv ├── weather19.csv ├── weather2.csv ├── weather20.csv ├── weather21.csv ├── weather22.csv ├── weather23.csv ├── weather24.csv ├── weather25.csv ├── weather26.csv ├── weather27.csv ├── weather28.csv ├── weather29.csv ├── weather3.csv ├── weather30.csv ├── weather31.csv ├── weather32.csv ├── weather33.csv ├── weather34.csv ├── weather35.csv ├── weather36.csv ├── weather37.csv ├── weather38.csv ├── weather4.csv ├── weather5.csv ├── weather6.csv ├── weather7.csv ├── weather8.csv └── weather9.csv ├── model_notebooks ├── .DS_Store ├── .ipynb_checkpoints │ ├── AdaBoostRegressor-checkpoint.ipynb │ ├── master-scikit-learn-models-checkpoint.ipynb │ ├── metrics-visualization-by-type-checkpoint.ipynb │ ├── metrics-visualization-checkpoint.ipynb │ ├── metrics-visualization-cross-validation-checkpoint.ipynb │ ├── notebook-checkpoint.ipynb │ └── notebook-cross-validation-checkpoint.ipynb ├── README.md ├── master-scikit-learn-models.ipynb ├── prototype-cross-validation.ipynb ├── prototype-generate-metrics-original .ipynb └── prototype-original-train-test.ipynb ├── publication ├── benchmarking.fdb_latexmk ├── benchmarking.fls ├── benchmarking.pdf ├── benchmarking.spl ├── benchmarking.tex ├── buildingenergyforecasting_mendeley.bib ├── figures │ ├── Cat_Plot.pdf │ ├── NewWay.png │ ├── Office_boxplot.pdf │ ├── Oldway.png │ ├── PrimClass_boxplot.pdf │ ├── UnivClass_boxplot.pdf │ ├── UnivDorm_boxplot.pdf │ ├── UnivLab_boxplot.pdf │ ├── allbars.pdf │ ├── bias-variance-tradeoff.png │ ├── example-boxplots.png │ ├── ipmvp.png │ ├── numberofbuildings_annotated.pdf │ └── traing-testing.pdf └── model1-num-names.bst ├── results ├── .DS_Store ├── AdaBoostRegressor_metrics_cross_validation_1.csv ├── AdaBoostRegressor_metrics_cross_validation_2.csv ├── AdaBoostRegressor_metrics_cross_validation_3.csv ├── AdaBoostRegressor_metrics_cross_validation_4.csv ├── BaggingRegressor_metrics_cross_validation_1.csv ├── BaggingRegressor_metrics_cross_validation_2.csv ├── BaggingRegressor_metrics_cross_validation_3.csv ├── BaggingRegressor_metrics_cross_validation_4.csv ├── DecisionTreeRegressor_metrics_cross_validation_1.csv ├── DecisionTreeRegressor_metrics_cross_validation_2.csv ├── DecisionTreeRegressor_metrics_cross_validation_3.csv ├── DecisionTreeRegressor_metrics_cross_validation_4.csv ├── DummyRegressor_metrics_cross_validation_1.csv ├── DummyRegressor_metrics_cross_validation_2.csv ├── DummyRegressor_metrics_cross_validation_3.csv ├── DummyRegressor_metrics_cross_validation_4.csv ├── ExtraTreeRegressor_metrics_cross_validation_1.csv ├── ExtraTreeRegressor_metrics_cross_validation_2.csv ├── ExtraTreeRegressor_metrics_cross_validation_3.csv ├── ExtraTreeRegressor_metrics_cross_validation_4.csv ├── ExtraTreesRegressor_metrics_cross_validation_1.csv ├── ExtraTreesRegressor_metrics_cross_validation_2.csv ├── ExtraTreesRegressor_metrics_cross_validation_3.csv ├── ExtraTreesRegressor_metrics_cross_validation_4.csv ├── GaussianProcessRegressor_metrics_cross_validation_1.csv ├── GaussianProcessRegressor_metrics_cross_validation_2.csv ├── GaussianProcessRegressor_metrics_cross_validation_3.csv ├── GaussianProcessRegressor_metrics_cross_validation_4.csv ├── GradientBoostingRegressor_metrics_cross_validation_1.csv ├── GradientBoostingRegressor_metrics_cross_validation_2.csv ├── GradientBoostingRegressor_metrics_cross_validation_3.csv ├── GradientBoostingRegressor_metrics_cross_validation_4.csv ├── HuberRegressor_metrics_cross_validation_1.csv ├── HuberRegressor_metrics_cross_validation_2.csv ├── HuberRegressor_metrics_cross_validation_3.csv ├── HuberRegressor_metrics_cross_validation_4.csv ├── KNeighborsRegressor_metrics_cross_validation_1.csv ├── KNeighborsRegressor_metrics_cross_validation_2.csv ├── KNeighborsRegressor_metrics_cross_validation_3.csv ├── KNeighborsRegressor_metrics_cross_validation_4.csv ├── MLPRegressor_metrics_cross_validation_1.csv ├── MLPRegressor_metrics_cross_validation_2.csv ├── MLPRegressor_metrics_cross_validation_3.csv ├── MLPRegressor_metrics_cross_validation_4.csv ├── PassiveAggressiveRegressor_metrics_cross_validation_1.csv ├── PassiveAggressiveRegressor_metrics_cross_validation_2.csv ├── PassiveAggressiveRegressor_metrics_cross_validation_3.csv ├── PassiveAggressiveRegressor_metrics_cross_validation_4.csv ├── RANSACRegressor_metrics_cross_validation_1.csv ├── RANSACRegressor_metrics_cross_validation_2.csv ├── RANSACRegressor_metrics_cross_validation_3.csv ├── RANSACRegressor_metrics_cross_validation_4.csv ├── README.md ├── RandomForestRegressor_metrics_cross_validation_1.csv ├── RandomForestRegressor_metrics_cross_validation_2.csv ├── RandomForestRegressor_metrics_cross_validation_3.csv ├── RandomForestRegressor_metrics_cross_validation_4.csv ├── SGDRegressor_metrics_cross_validation_1.csv ├── SGDRegressor_metrics_cross_validation_2.csv ├── SGDRegressor_metrics_cross_validation_3.csv ├── SGDRegressor_metrics_cross_validation_4.csv ├── TheilSenRegressor_metrics_cross_validation_1.csv ├── TheilSenRegressor_metrics_cross_validation_2.csv ├── TheilSenRegressor_metrics_cross_validation_3.csv └── TheilSenRegressor_metrics_cross_validation_4.csv └── visualization_notebooks ├── .ipynb_checkpoints ├── boxplot-visualization-checkpoint.ipynb ├── generalizability analysis graphics-checkpoint.ipynb ├── metrics-visualization-by-type-checkpoint.ipynb └── test-train-graphic-checkpoint.ipynb ├── Cat_Plot.pdf ├── Office_boxplot.pdf ├── Office_boxplot_v2.pdf ├── PrimClass_boxplot.pdf ├── PrimClass_boxplot_v2.pdf ├── README.md ├── UnivClass_boxplot.pdf ├── UnivClass_boxplot_v2.pdf ├── UnivDorm_boxplot.pdf ├── UnivDorm_boxplot_v2.pdf ├── UnivLab_boxplot.pdf ├── UnivLab_boxplot_v2.pdf ├── boxplot-visualization.ipynb ├── cohort_size_analysis.pdf ├── error_zones.pdf ├── example-boxplots.png ├── generalizability analysis graphics.ipynb ├── metrics-visualization-by-type.ipynb ├── metrics-visualization.ipynb ├── test-train-graphic.ipynb ├── traing-testing.pdf └── visualization_4_sets_of_metrics.ipynb /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/buds-lab/building-prediction-benchmarking/HEAD/.DS_Store -------------------------------------------------------------------------------- /LICENSE: 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