├── ArmTemplates ├── configure_arm.json ├── dsvm_arm.json └── hospital_arm.json ├── Data ├── LengthOfStay.csv ├── LengthOfStay_Prod.csv ├── MetaData_Facilities.csv └── Readme.md ├── Hospital Dashboard Python.pbix ├── Hospital Dashboard.pbix ├── Python ├── .idea │ ├── Python.iml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml ├── Hospital_Length_Of_Stay_Notebook.ipynb ├── Readme.md ├── SQLConnection.py ├── __pycache__ │ ├── SQLConnection.cpython-35.pyc │ └── length_of_stay_utils.cpython-35.pyc ├── length_of_stay_utils.py ├── step1_data_preprocessing.py ├── step2_feature_engineering.py ├── step3_training_evaluation.py └── test_hlos.py ├── R ├── Hospital-LOS.rproj ├── Hospital-LOS.rxproj ├── Hospital-LOS.sln ├── Hospital_Length_Of_Stay_Notebook.ipynb ├── Readme.md ├── sql_connection.R ├── step1_data_preprocessing.R ├── step2_feature_engineering.R └── step3_training_evaluation.R ├── README.md ├── Resources ├── ActionScripts │ ├── ConfigureSQL.ps1 │ ├── CreateDatabase.sql │ ├── CreateSQLObjectsPY.sql │ ├── CreateSQLObjectsR.sql │ ├── HospitalSetup.ps1 │ └── SolutionHelp.url ├── Data_Dictionary.xlsx ├── Images │ └── los.jpg ├── create example user.sql ├── exampleuser.sql └── readme.md ├── SECURITY.md ├── SQLPy ├── modeling_proc.sql ├── output.log ├── partA_train_real_time_scoring_sp.sql ├── partB_prepare_for_real_time_scoring.sql ├── partC_real_time_scoring.sql ├── production_proc.sql ├── readme.md ├── step0_create_table.sql ├── step1_data_processing.sql ├── step2_feature_engineering.sql ├── step3a_splitting.sql ├── step3b_training.sql ├── step3c_scoring.sql ├── step3d_evaluating.sql └── step4_full_table.sql ├── SQLR ├── modeling_proc.sql ├── production_proc.sql ├── readme.md ├── step0_create_table.sql ├── step1_data_processing.sql ├── step2_feature_engineering.sql ├── step3a_splitting.sql ├── step3b_training.sql ├── step3c_scoring.sql ├── step3d_evaluating.sql ├── step4_full_table.sql └── step5_do_native_predict.sql └── Website ├── package.json ├── public ├── css │ ├── bootstrap.min.css │ ├── bootswatch.css │ └── myCSS.css ├── fonts │ ├── glyphicons-halflings-regular.eot │ ├── glyphicons-halflings-regular.svg │ ├── glyphicons-halflings-regular.ttf │ └── glyphicons-halflings-regular.woff ├── img │ ├── Ana.png │ ├── Anthony.png │ ├── ExpAna.png │ ├── ExpAnthony.png │ ├── banner.png │ ├── icon_search.png │ ├── lab1.PNG │ ├── lab2.PNG │ ├── p1.png │ ├── p2.png │ ├── p3.png │ ├── p4.png │ ├── p5.png │ ├── search.png │ ├── steth.png │ ├── steth.svg │ └── warning_icon.png └── js │ ├── boostrap.min.js │ ├── jquery-3.2.1.min.js │ ├── jquery-3.2.1.min.map │ └── predLOS.js ├── readme.md ├── server.js └── views ├── home.handlebars ├── layouts └── main.handlebars ├── patient.handlebars └── patient2.handlebars /ArmTemplates/configure_arm.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/r-server-hospital-length-of-stay/HEAD/ArmTemplates/configure_arm.json 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