Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -255,7 +255,7 @@ def getXY_deep(data,task,feat_cond,feat_proc,feat_out,feat_chart,feat_meds):
         dyn_temp=dyn_df[keys[key]]
         dyn_temp=dyn_temp.to_numpy()
         dyn_temp=np.nan_to_num(dyn_temp,copy=False)
-        dyn_temp=list(dyn_temp)
+        dyn_temp=dyn_temp.tolist()
         dyn[key]=dyn_temp
     
     for k in range(len(keys)):
@@ -271,7 +271,8 @@ def getXY_deep(data,task,feat_cond,feat_proc,feat_out,feat_chart,feat_meds):
             lab=dyn[k]
     
     stat=cond_df
-    stat=list(stat.to_numpy())
+    stat=stat.to_numpy()
+    stat=stat.tolist()
 
     y = demo['label']
     
@@ -280,7 +281,7 @@ def getXY_deep(data,task,feat_cond,feat_proc,feat_out,feat_chart,feat_meds):
     demo["insurance"].replace(ins_vocab, inplace=True)
     demo["Age"].replace(age_vocab, inplace=True)
     demo=demo[["gender","ethnicity","insurance","Age"]]
-    demo=demo.values
+    demo=demo.values.tolist()
     
     return stat, demo, meds, chart, out, proc, lab, y