bug fix , generator

data/gan.py

@@ -581,6 +581,7 @@ class Predict(GNet):
                         #
                         # In case we are dealing with actual values like diagnosis codes we can perform 
                         #
+                        
                         df = found[np.random.choice(np.arange(len(found)),1)[0]]
                         columns = self.ATTRIBUTES['synthetic'] if isinstance(self.ATTRIBUTES['synthetic'],list)else [self.ATTRIBUTES['synthetic']]
                         

data/maker/__init__.py

@@ -38,7 +38,7 @@ def train (**args) :
     # args['label']   = handler.Export(df[[column_id]])
     # args['label'] = np.ones(df.shape[0]).reshape(df.shape[0],1)
     for col in column :    
-        args['real']        = pd.get_dummies(df[col]).astype(np.float32).values 
+        args['real']        = pd.get_dummies(df[col].fillna('')).astype(np.float32).values 
         # args['real']    = handler.Export(df[[col]])
         args['column']  = col
         args['context'] = col