Create new file

app.py

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+import joblib
+import pandas as pd
+import streamlit as st
+
+model = joblib.load('model.joblib')
+
+bool_list = [True,False]
+
+def main():
+    st.title("Predict mobile price range")
+    
+    with st.form("questionaire"):
+      battery_power = st.slider("Battery Power(mAh)",min_value = 0, max_value = 2000, step=int)
+      blue = st.selectbox("Have Bluetooth?",option = bool_list)
+      clock_speed = st.slider("Microprocessor clock speed",min_value = 0, max_value = 3, step=float)
+      dual_sim = st.selectbox("Have Dualsim?",option = bool_list)
+      four_g = st.selectbox("Have 4G?",option = bool_list)
+      m_dep = st.slider("Mobile Depth(cm)",min_value = 0.1, max_value = 1, step=float)
+      mobile_wt = st.slider("Mobile Weight(gram)",min_value = 50, max_value = 200, step=int)
+      n_cores = st.slider("Number of processor core",min_value = 1, max_value = 8, step=int)
+      px_height = st.slider("Resolution height(pixels)",min_value = 0, max_value = 1960, step=int)
+      px_width = st.slider("Resolution width(pixels)",min_value = 0, max_value = 2000, step=int)
+      ram = st.slider("Ram(Megabytes)",min_value = 256, max_value = 4096, step=int)
+      sc_h = st.slider("Screen height(cm)",min_value = 0, max_value = 20, step=int)
+      sc_w = st.slider("Screen width(cm)",min_value = 0, max_value = 20, step=int)
+      touch_screen = st.selectbox("Have touchscreen?",option = bool_list)
+      wifi = st.selectbox("Have wifi?",option = bool_list)