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Create app.py
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app.py
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import gradio as gr
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from prediction_script import predict # Import your prediction function
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iface = gr.Interface(
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fn=predict,
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inputs=gr.inputs.Dataframe(
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headers=["Store", "Holiday_Flag", "Temperature", "Fuel_Price", "CPI", "Unemployment",
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"Weekly_Sales_Lag1", "Weekly_Sales_Lag2", "Weekly_Sales_Lag4",
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"Sales_Fuel_Interaction", "Sales_CPI_Interaction", "Sales_Unemployment_Interaction",
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"Month", "Quarter", "Year", "Holiday_Impact"],
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type="pandas"
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),
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outputs="number",
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title="Walmart Sales Prediction",
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description="Enter the features to predict weekly sales."
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)
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iface.launch()
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