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Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
@@ -96,6 +96,7 @@ demo = gr.Interface(
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outputs = gr.Radio(['Low risk of defaulting', 'High risk of defaulting']),
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title = "Non Payment Credit Risk Predictor",
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theme=gr.themes.Soft(),
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thumbnail="data:image/jpeg;base64,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",
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examples = [[23,25000,'RENT',2,'EDUCATION','A',30000,8.9,'N',6],
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[34,50000,'OWN',1,'MEDICAL','B',62000,10.65,'N',3],
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@@ -103,4 +104,4 @@ demo = gr.Interface(
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[42,30000,"MORTGAGE",12,'HOMEIMPROVEMENT','C',800000,7.9,'Y',8],
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[52,20000,"MORTGAGE",10,'PERSONAL','F',100000,15.25,'Y',5]]
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)
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-
demo.launch(debug=True
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outputs = gr.Radio(['Low risk of defaulting', 'High risk of defaulting']),
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title = "Non Payment Credit Risk Predictor",
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theme=gr.themes.Soft(),
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+
favicon_path= "Non_payment_logo.jpg",
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",
|
101 |
examples = [[23,25000,'RENT',2,'EDUCATION','A',30000,8.9,'N',6],
|
102 |
[34,50000,'OWN',1,'MEDICAL','B',62000,10.65,'N',3],
|
|
|
104 |
[42,30000,"MORTGAGE",12,'HOMEIMPROVEMENT','C',800000,7.9,'Y',8],
|
105 |
[52,20000,"MORTGAGE",10,'PERSONAL','F',100000,15.25,'Y',5]]
|
106 |
)
|
107 |
+
demo.launch(debug=True)
|