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Update app.py
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app.py
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@@ -3,15 +3,15 @@ import gradio as gr
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import numpy as np
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import xgboost as xgb
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model1=xgb.XGBRegressor()
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model2=xgb.XGBRegressor()
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model1.load_model('model1.json')
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model2.load_model('model2.json')
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# print(pred[0])
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def greed(Measure,Line_Item_Quantity,Line_Item_Value,Weight,Freight_Cost,Line_Item_Insurance):
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input_array=np.array([[Measure,Line_Item_Quantity,Line_Item_Value,Weight,Freight_Cost,Line_Item_Insurance]])
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@@ -19,16 +19,13 @@ def greed(Measure,Line_Item_Quantity,Line_Item_Value,Weight,Freight_Cost,Line_It
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pred2=model2.predict(input_array)
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return pred1,pred2
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demo = gr.Interface(
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fn=greed,
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inputs=[gr.inputs.Number(),gr.inputs.Number(),gr.inputs.Number(),gr.inputs.Number(),gr.inputs.Number(),gr.inputs.Number()],
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outputs=[
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)
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demo.launch(share=True)
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# print(model)
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# gr.outputs.
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import numpy as np
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import xgboost as xgb
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model1=xgb.XGBRegressor()
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model2=xgb.XGBRegressor()
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model1.load_model('model1.json')
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model2.load_model('model2.json')
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title = "SHIPMENT PRICING PREDICTION(PREDICT PACK PRICE AND UNIT PRICE"
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def greed(Measure,Line_Item_Quantity,Line_Item_Value,Weight,Freight_Cost,Line_Item_Insurance):
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input_array=np.array([[Measure,Line_Item_Quantity,Line_Item_Value,Weight,Freight_Cost,Line_Item_Insurance]])
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pred2=model2.predict(input_array)
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return pred1,pred2
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output1=gr.outputs.Textbox(label='pack price')
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output2=gr.outputs.Textbox(label='unit price')
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demo = gr.Interface(
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fn=greed,
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inputs=[gr.inputs.Number(),gr.inputs.Number(),gr.inputs.Number(),gr.inputs.Number(),gr.inputs.Number(),gr.inputs.Number()],
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outputs=[output1,output2],
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)
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demo.launch(share=True)
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