├── .gitignore ├── .vscode └── settings.json ├── Bldg_Energy_Efficiency.m ├── Bldg_Energy_Efficiency_Bayesian_Opt.m ├── Bldg_Engery_Efficiency_Bayesian_Opt.m ├── Data ├── ENB2012_data.csv ├── ENB2012_data.xlsx └── README.txt ├── Data_Exploration_Bldg_Energy_Efficiency.m ├── Images ├── Bayesian_Optimization_Progress.png ├── DNN_regression_Regression_Fit_Charts.png ├── Data_ScatterPlot_Matrix.png ├── NN_model_sample.png ├── Network.png └── fit_metrics.png ├── Models ├── Best_NN_Parameters.csv ├── NN_model.mat └── NN_training_progress.csv └── README.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brianwade1/Bayesian_Opt_NN_Building_Heating_Loads/HEAD/.gitignore -------------------------------------------------------------------------------- /.vscode/settings.json: -------------------------------------------------------------------------------- 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