Update app.py
Browse files
app.py
CHANGED
@@ -2,12 +2,6 @@ import gradio as gr
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import pickle
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import json
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import numpy as np
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import pandas as pd
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def clear_default_value(val):
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if val == "0":
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return ""
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return val
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# Load model and columns
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with open("kigali_model.pickle", "rb") as f:
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@@ -64,11 +58,11 @@ def predict(size_sqm, number_of_bedrooms, number_of_bathrooms, number_of_floors,
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# Define Gradio interface components
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inputs = [
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gr.Textbox(label="Size (sqm)",
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gr.Textbox(label="Number of Bedrooms",
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gr.Textbox(label="Number of Bathrooms",
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gr.Textbox(label="Number of Floors",
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gr.Textbox(label="Parking Space",
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gr.Dropdown(choices=list(location_mapping.keys()), label="Location"),
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gr.Dropdown(choices=list(property_type_mapping.keys()), label="Property Type")
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]
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@@ -86,4 +80,4 @@ gr.Interface(
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title="Property Price Prediction in Kigali City @2024",
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description="Enter property details to get the price prediction.",
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article=footer
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).launch()
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import pickle
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import json
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import numpy as np
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# Load model and columns
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with open("kigali_model.pickle", "rb") as f:
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# Define Gradio interface components
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inputs = [
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gr.Textbox(label="Size (sqm)", placeholder="Enter size in sqm"),
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gr.Textbox(label="Number of Bedrooms", placeholder="Enter number of bedrooms"),
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gr.Textbox(label="Number of Bathrooms", placeholder="Enter number of bathrooms"),
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gr.Textbox(label="Number of Floors", placeholder="Enter number of floors"),
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gr.Textbox(label="Parking Space", placeholder="Enter parking space availability"),
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gr.Dropdown(choices=list(location_mapping.keys()), label="Location"),
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gr.Dropdown(choices=list(property_type_mapping.keys()), label="Property Type")
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]
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title="Property Price Prediction in Kigali City @2024",
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description="Enter property details to get the price prediction.",
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article=footer
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).launch(share=True)
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