added wrapper script
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@ -1,7 +1,7 @@
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function[WarningMessages, Exit_ID] = midstream_model_testing(Training_Model_Samples, ...
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function[WarningMessages, Exit_ID] = midstream_model_testing(Training_Model_Samples, ...
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Testing_dataset_for_testing, model, Model_Selection, ir_units, ...
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Testing_dataset_for_testing, model, Model_Selection, ir_units, ...
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iet_units, ir_threshold, iet_threshold, Dt_fcst, FcastTime_window, ...
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iet_units, ir_threshold, iet_threshold, Dt_fcst, FcastTime_window, ...
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Path_output_results, HighPrctile, LowPrctile, ScaleNumEventForecast, ...
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path2SaveOutData, HighPrctile, LowPrctile, ScaleNumEventForecast, ...
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Script_Mode)
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Script_Mode)
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@ -115,15 +115,6 @@ end
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Plot results, save output data and plots
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%% Plot results, save output data and plots
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%%
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%Create folder
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path2SaveOutData = [Path_output_results model.folder{Model_Selection} '/Forecast_Nev_per_' cell2mat(FcastTime_window)];
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try
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mkdir(path2SaveOutData)
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catch
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disp('Forder for output data already exists')
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end
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%%
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%%
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figure(1)
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figure(1)
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set(1, 'Position', [943 264 964 670])
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set(1, 'Position', [943 264 964 670])
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44
src/midstream_model_testing_wrapper.m
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44
src/midstream_model_testing_wrapper.m
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@ -0,0 +1,44 @@
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function midstream_model_testing_wrapper(Training_Model_Samples, testing_data_path, out_dir, Model_Selection, ir_units, ir_threshold, iet_units, ...
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iet_threshold, time_window, HighPrctile, LowPrctile, ScaleNumEventForecast, Run_Mode)
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Implemented models - general settings
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model.name = {'Stationary', 'Power Law', 'Power Function'};
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model.ID = {1, 2, 3};
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model.Ord_mu = {1, 2, 2}; % Number of model parameters (Ord_mu)
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model.function = {'mu = a', 'mu = a*(IR)^b', 'mu = a*10^(b*IR)'}; %to be written in output files, as reference
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model.folder = {'Stationary', 'PowerLaw', 'PowerFunction'}; % names of folders to be crated (related to model names)
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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Script_Mode.name = {'Testing_Forecasting', 'Custom_Forecasting'};
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Script_Mode.ID = Run_Mode;
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Script_Mode.Description = {'Use this mode to test the model forecasting and compare with observations using the testing dataset', ...
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'Use this mode to forecast seismcity rates using a custom time series of injection rate data'};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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ForecastSetting.Dt_fcst_options = [1/(24*60) 1/24 1 7];
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ForecastSetting.Name = {'minute', 'hour', 'day'};
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%% Create folders for writing output data
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mkdir(out_dir);
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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[out] = midstream_model_testing(Training_Model_Samples, ...
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testing_data_path, model, Model_Selection, ...
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ir_units, iet_units, ir_threshold, iet_threshold, ...
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ForecastSetting.Dt_fcst_options(time_window), ...
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ForecastSetting.Name(time_window), out_dir, ...
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HighPrctile, LowPrctile, ScaleNumEventForecast, Script_Mode);
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disp('#################################################################')
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disp('Output summary:')
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disp('Eventual warning messages')
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for i=1:length(out)
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disp(cell2mat( out(i) ))
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end
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disp('#################################################################')
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end
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