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4ea649b
1
Parent(s):
5b98c1d
Update app.py
Browse files
app.py
CHANGED
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@@ -17,16 +17,11 @@ print("Model downloaded")
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def wine(alcohol, volatile_acidity, total_sulfur_dioxide, chlorides, density):
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print("Calling function")
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# df = pd.DataFrame([[sepal_length],[sepal_width],[petal_length],[petal_width]],
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df = pd.DataFrame([[alcohol, volatile_acidity, total_sulfur_dioxide, chlorides, density]],
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columns=["alcohol", "
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print("Predicting")
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print(df)
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# 'res' is a list of predictions returned as the label.
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res = model.predict(df)
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# We add '[0]' to the result of the transformed 'res', because 'res' is a list, and we only want
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# the first element.
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# print("Res: {0}").format(res)
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print(res)
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return res[0]
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@@ -44,5 +39,5 @@ demo = gr.Interface(
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],
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outputs=gr.Number(label="Prediction"))
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demo.launch(debug=True)
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def wine(alcohol, volatile_acidity, total_sulfur_dioxide, chlorides, density):
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print("Calling function")
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df = pd.DataFrame([[alcohol, volatile_acidity, total_sulfur_dioxide, chlorides, density]],
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columns=["alcohol", "volatile_acidity", "total_sulfur_dioxide", "chlorides", "density"])
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print("Predicting")
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print(df)
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res = model.predict(df)
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print(res)
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return res[0]
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],
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outputs=gr.Number(label="Prediction"))
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demo.launch(debug=True, share=True)
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