Varunjulakanti commited on
Commit
5b34025
1 Parent(s): c0c31da

initial commit

Browse files
Files changed (1) hide show
  1. mhv.py +0 -39
mhv.py CHANGED
@@ -1,39 +0,0 @@
1
- # -*- coding: utf-8 -*-
2
- """mhv.ipynb
3
-
4
- Automatically generated by Colaboratory.
5
-
6
- Original file is located at
7
- https://colab.research.google.com/drive/1LmvAjCNd9_oRUyNiEVGGtMWE12gY7tox
8
- """
9
-
10
- !pip install --quiet gradio
11
-
12
- import gradio as gr
13
- input_long=gr.inputs.Slider(-124.35, -114.34, step=0.1,label="longitude")
14
- input_lati=gr.inputs.Slider(32, 41, step=0.5,label="latitude")
15
- input_hmg=gr.inputs.Slider(1, 55, step=1,label="Housing_median_age (Year)")
16
- input_tr=gr.inputs.Slider(1, 40000, step=12,label="Total_rooms")
17
- input_tb=gr.inputs.Slider(1, 6500, step=5,label="Total_Bedrooms")
18
- input_p=gr.inputs.Slider(3, 35678, step=5,label="Population")
19
- input_hh=gr.inputs.Slider(1, 6081, step=5,label="Households")
20
- input_mi=gr.inputs.Slider(0, 15, step=1,label="Median_income")
21
- output_mhv = gr.outputs.Textbox(label = "Predicted housing price")
22
- output_mhv1 = gr.outputs.Image(label = "Median house value")
23
-
24
-
25
-
26
-
27
-
28
- def house_price(input_long, input_lati, input_hmg, input_tr, input_tb, input_p, input_hh, input_mi ):
29
- import numpy as np
30
- import pandas as pd
31
- ## processing inputs
32
-
33
- ## return outputs
34
- output1 = 111253
35
- output2 = np.random.rand(5,5)
36
- return output1,output2
37
-
38
- iface=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] )
39
- iface.launch()