upload project result data and model files

LucaMD · Feb 14, 2020 · 9ea5be9 · 9ea5be9
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diff --git a/SEPSIS/experiments/FINAL/FQI/FINAL_FQIconfig.csv b/SEPSIS/experiments/FINAL/FQI/FINAL_FQIconfig.csv
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+FQI_SEED,FQI_iterations,gamma,max_depth,n_estimators
+42,100,0.9,5,80
diff --git a/SEPSIS/experiments/FINAL/FQI/FQI_QValues_continuous_testdata.pkl b/SEPSIS/experiments/FINAL/FQI/FQI_QValues_continuous_testdata.pkl
diff --git a/SEPSIS/experiments/FINAL/FQI/FQI_QValues_continuous_traindata.pkl b/SEPSIS/experiments/FINAL/FQI/FQI_QValues_continuous_traindata.pkl
diff --git a/SEPSIS/experiments/FINAL/FQI/FQI_QValues_continuous_valdata.pkl b/SEPSIS/experiments/FINAL/FQI/FQI_QValues_continuous_valdata.pkl
diff --git a/SEPSIS/experiments/FINAL/KNN/FINAL_KNNconfig.csv b/SEPSIS/experiments/FINAL/KNN/FINAL_KNNconfig.csv
@@ -0,0 +1,3 @@
+Minkowski_Power_parameter,algorithm,feature_weights,metric,n_neighbors
+2,auto,"[1. 1. 1. 1. 2. 1. 1. 1. 1. 1. 1. 1. 1. 2. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
+ 2. 2. 1. 1. 2. 1. 1. 1. 1. 1. 1. 1. 1. 2. 1. 1. 1. 1. 1. 2. 1. 2. 2.]",wminkowski,300
diff --git a/SEPSIS/experiments/FINAL/KNN/KNN_pi_behavior_testdata.pkl b/SEPSIS/experiments/FINAL/KNN/KNN_pi_behavior_testdata.pkl
diff --git a/SEPSIS/experiments/FINAL/KNN/KNN_pi_behavior_traindata.pkl b/SEPSIS/experiments/FINAL/KNN/KNN_pi_behavior_traindata.pkl
diff --git a/SEPSIS/experiments/FINAL/KNN/KNN_pi_behavior_valdata.pkl b/SEPSIS/experiments/FINAL/KNN/KNN_pi_behavior_valdata.pkl
diff --git a/SEPSIS/experiments/FINAL/data/FINAL_data_dict.pkl b/SEPSIS/experiments/FINAL/data/FINAL_data_dict.pkl
diff --git a/SEPSIS/experiments/FINAL/data/FINAL_dataconfig.csv b/SEPSIS/experiments/FINAL/data/FINAL_dataconfig.csv
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+random_SEED,train_sample,comment
+42,0.7,Main Experiment - training a model on half of the ICV data and testing on the full MIMIC dataset
diff --git a/SEPSIS/experiments/FINAL/figures/AM.png b/SEPSIS/experiments/FINAL/figures/AM.png
diff --git a/SEPSIS/experiments/FINAL/figures/AMfilt.png b/SEPSIS/experiments/FINAL/figures/AMfilt.png
diff --git a/SEPSIS/experiments/FINAL/figures/calibration.png b/SEPSIS/experiments/FINAL/figures/calibration.png
diff --git a/SEPSIS/experiments/FINAL/figures/densIVDQN.png b/SEPSIS/experiments/FINAL/figures/densIVDQN.png
diff --git a/SEPSIS/experiments/FINAL/figures/densIVPHY.png b/SEPSIS/experiments/FINAL/figures/densIVPHY.png
diff --git a/SEPSIS/experiments/FINAL/figures/densVPDQN.png b/SEPSIS/experiments/FINAL/figures/densVPDQN.png
diff --git a/SEPSIS/experiments/FINAL/figures/densVPPHY.png b/SEPSIS/experiments/FINAL/figures/densVPPHY.png
diff --git a/SEPSIS/experiments/FINAL/figures/dosediff.png b/SEPSIS/experiments/FINAL/figures/dosediff.png
diff --git a/SEPSIS/experiments/FINAL/models/FINAL_1/DQN_Qvalues_testdata.csv b/SEPSIS/experiments/FINAL/models/FINAL_1/DQN_Qvalues_testdata.csv
diff --git a/SEPSIS/experiments/FINAL/models/FINAL_1/DQN_Qvalues_traindata.csv b/SEPSIS/experiments/FINAL/models/FINAL_1/DQN_Qvalues_traindata.csv
diff --git a/SEPSIS/experiments/FINAL/models/FINAL_1/DQN_Qvalues_valdata.csv b/SEPSIS/experiments/FINAL/models/FINAL_1/DQN_Qvalues_valdata.csv
diff --git a/SEPSIS/experiments/FINAL/models/FINAL_1/DQN_action_prob_df_testdata.csv b/SEPSIS/experiments/FINAL/models/FINAL_1/DQN_action_prob_df_testdata.csv
diff --git a/SEPSIS/experiments/FINAL/models/FINAL_1/DQN_action_prob_df_traindata.csv b/SEPSIS/experiments/FINAL/models/FINAL_1/DQN_action_prob_df_traindata.csv
diff --git a/SEPSIS/experiments/FINAL/models/FINAL_1/DQN_action_prob_df_valdata.csv b/SEPSIS/experiments/FINAL/models/FINAL_1/DQN_action_prob_df_valdata.csv
diff --git a/SEPSIS/experiments/FINAL/models/FINAL_1_config.csv b/SEPSIS/experiments/FINAL/models/FINAL_1_config.csv
@@ -0,0 +1,2 @@
+PER_alpha,PER_beta_start,PER_epsilon,PER_sample_alpha,PER_start_prob,REWARD_THRESHOLD,action_dim,batch_size,drop_prob,gamma,hidden_dim,lr,num_epochs,num_hidden,option,reg_lambda,sched_step_size,state_dim,tau,tracking_console_print,tracking_step_eval,tracking_step_interim_model,use_GPU,use_scheduler,config_str
+0.6,0.9,0.01,0.0,0.001,15,21,32,0.0,0.9,128,0.0001,1500000,2,linear,5,30000,47,0.0001,1000,10000,10000,True,True,PER_alpha_0.6PER_beta_start_0.9_PER_epsilon_0.01_PER_sample_alpha_0.0_PER_start_prob_0.001_REWARD_THRESHOLD_15_action_dim_21_batch_size_32_drop_prob_0.0_gamma_0.9_hidden_dim_128_lr_0.0001_num_epochs_1500000_num_hidden_2_option_linear_reg_lambda_5_sched_step_size_30000_state_dim_47_tau_0.0001_tracking_console_print_1000_tracking_step_eval_10000_tracking_step_interim_model_10000_use_GPU_True_use_scheduler_True_time_8010976
diff --git a/SEPSIS/experiments/FINAL/models/FINAL_1_model.chk b/SEPSIS/experiments/FINAL/models/FINAL_1_model.chk
diff --git a/SEPSIS/figures/ Action_dist_datasets.png b/SEPSIS/figures/ Action_dist_datasets.png
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		FQI_SEED,FQI_iterations,gamma,max_depth,n_estimators
		42,100,0.9,5,80
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		@@ -0,0 +1,2 @@
		random_SEED,train_sample,comment
		42,0.7,Main Experiment - training a model on half of the ICV data and testing on the full MIMIC dataset
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		@@ -0,0 +1,2 @@
		PER_alpha,PER_beta_start,PER_epsilon,PER_sample_alpha,PER_start_prob,REWARD_THRESHOLD,action_dim,batch_size,drop_prob,gamma,hidden_dim,lr,num_epochs,num_hidden,option,reg_lambda,sched_step_size,state_dim,tau,tracking_console_print,tracking_step_eval,tracking_step_interim_model,use_GPU,use_scheduler,config_str
		0.6,0.9,0.01,0.0,0.001,15,21,32,0.0,0.9,128,0.0001,1500000,2,linear,5,30000,47,0.0001,1000,10000,10000,True,True,PER_alpha_0.6PER_beta_start_0.9_PER_epsilon_0.01_PER_sample_alpha_0.0_PER_start_prob_0.001_REWARD_THRESHOLD_15_action_dim_21_batch_size_32_drop_prob_0.0_gamma_0.9_hidden_dim_128_lr_0.0001_num_epochs_1500000_num_hidden_2_option_linear_reg_lambda_5_sched_step_size_30000_state_dim_47_tau_0.0001_tracking_console_print_1000_tracking_step_eval_10000_tracking_step_interim_model_10000_use_GPU_True_use_scheduler_True_time_8010976