Update app.py

app.py

@@ -32,8 +32,8 @@ def grade_predict(gpa,t_gpa,cls_grade,a_date,due_date,field,field_avg,category,c
         "procrastination": procrastination
     }])
 
-
-    return predictor.predict(df)
+    result = predictor.predict(df)
+    return result
 
 
 demo = gr.Interface(
@@ -46,22 +46,22 @@ demo = gr.Interface(
         gr.Number(label="Class grade"),
         gr.DateTime(label="Assigned date", include_time=True),
         gr.DateTime(label="Due date", include_time=True),
-        gr.Textbox(label="Field"),
-        gr.Number(label="Field Average(%)"),
-        gr.Textbox(label="Category"),
-        gr.Number(label="Category weight"),
+        gr.Dropdown(["Math", "Reading", "History", "Science", "Computer Science"], label="Field"),
+        gr.Slider(0, 100, step=1, label="Field Average(%)"),
+        gr.Dropdown(["normal", "quiz", "test", "essay", "project", "lab"], label="Category"),
+        gr.Slider(0, 1, step=0.05, label="Category weight (0.00 - 1.00)"),
         gr.Number(label="Category average"),
-        gr.Number(label="Daily hours available"),
-        gr.Number(label="Days before due"),
-        gr.Textbox(label="Difficulty"),
-        gr.Textbox(label="Field proficiency"),
-        gr.Textbox(label="Teacher experience"),
-        gr.Textbox(label="Work-day positivity"),
-        gr.Textbox(label="Incentive"),
-        gr.Textbox(label="Confidence"),
-        gr.Textbox(label="Attendence"),
-        gr.Textbox(label="Participation"),
-        gr.Textbox(label="Procrastination"),
+        gr.Slider(0, 24, step=1, label="Average hours available per day"),
+        gr.Slider(0, 30, step=1, label="Days before due"),
+        gr.Dropdown(["high", "medium", "low"], label="Difficulty"),
+        gr.Dropdown(["high", "medium", "low"], label="Field proficiency"),
+        gr.Dropdown(["high", "medium", "low"], label="Teacher experience"),
+        gr.Dropdown(["high", "medium", "low"], label="Work-day positivity"),
+        gr.Dropdown(["high", "medium", "low"], label="Incentive"),
+        gr.Dropdown(["high", "medium", "low"], label="Confidence"),
+        gr.Dropdown(["high", "medium", "low"], label="Attendence"),
+        gr.Dropdown(["high", "medium", "low"], label="Participation"),
+        gr.Dropdown(["high", "medium", "low"], label="Procrastination"),
         
     ],
     outputs=gr.Textbox(label="Score"))