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!pip install --quiet gradio | |
import gradio as gr | |
input_long=gr.inputs.Slider(-124.35, -114.34, step=0.1,label="longitude") | |
input_lati=gr.inputs.Slider(32, 41, step=0.5,label="latitude") | |
input_hmg=gr.inputs.Slider(1, 55, step=1,label="Housing_median_age (Year)") | |
input_tr=gr.inputs.Slider(1, 40000, step=12,label="Total_rooms") | |
input_tb=gr.inputs.Slider(1, 6500, step=5,label="Total_Bedrooms") | |
input_p=gr.inputs.Slider(3, 35678, step=5,label="Population") | |
input_hh=gr.inputs.Slider(1, 6081, step=5,label="Households") | |
input_mi=gr.inputs.Slider(0, 15, step=1,label="Median_income") | |
output_mhv = gr.outputs.Textbox(label = "Predicted housing price") | |
output_mhv1 = gr.outputs.Image(label = "Median house value") | |
def house_price(input_long, input_lati, input_hmg, input_tr, input_tb, input_p, input_hh, input_mi ): | |
import numpy as np | |
import pandas as pd | |
## processing inputs | |
## return outputs | |
output1 = 111253 | |
output2 = np.random.rand(5,5) | |
return output1,output2 | |
gr.Interface( title="house Prediction",description="This model gives the estimated price of a house." ,fn=house_price,inputs=[input_long, input_lati, input_hmg, input_tr, input_tb, input_p, input_hh, input_mi], outputs=[output_mhv, output_mhv1] ).launch() |