Update dataset_utils.py

dataset_utils.py

@@ -264,16 +264,15 @@ def generate_deep(data,task,feat_cond,feat_proc,feat_out,feat_chart,feat_meds,fe
     size_cond, size_proc, size_meds, size_out, size_chart, size_lab, eth_vocab,gender_vocab,age_vocab,ins_vocab=vocab(task.replace(" ","_"),feat_cond,feat_proc,feat_out,feat_chart,feat_meds,False)
     dyn,cond_df,demo=concat_data(data,task.replace(" ","_"),feat_cond,feat_proc,feat_out,feat_chart,feat_meds,feat_lab,condDict, procDict, outDict, chartDict, medDict)
     if feat_chart:
-        charts = dyn['CHART'].values
+        charts = dyn['CHART'].fillna(0).values
     if feat_meds:
-        meds = dyn['MEDS'].fillna(0)
-        meds=meds.values
+        meds = dyn['MEDS'].fillna(0).values
     if feat_proc:
-        proc = dyn['PROC'].values
+        proc = dyn['PROC'].fillna(0).values
     if feat_out:
-        out = dyn['OUT'].values
+        out = dyn['OUT'].fillna(0).values
     if feat_lab:
-        lab = dyn['LAB'].values
+        lab = dyn['LAB'].fillna(0).values
     if feat_cond:
         stat=cond_df.values[0]
     y = int(demo['label'])