Upload 4 files

README.md

@@ -1,10 +1,13 @@
 ---
-title: Crime Prediction2
-emoji: 📉
-colorFrom: indigo
-colorTo: indigo
-sdk: static
+title: Crime Prediction
+emoji: 🦀
+colorFrom: yellow
+colorTo: green
+sdk: streamlit
+sdk_version: 1.28.2
+app_file: app.py
 pinned: false
+license: apache-2.0
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -0,0 +1,86 @@
+import streamlit as st
+import numpy as np
+import pickle
+import streamlit.components.v1 as components
+
+# Load the pickled model
+def load_model():
+    return pickle.load(open('crime_prediction_rr.pkl', 'rb'))
+
+# Function for model prediction
+def model_prediction(model, features):
+    predicted = str(model.predict(features)[0])
+    return predicted
+
+def app_design():
+    # Add input fields for High, Open, and Low values
+    image = '9.png'
+    st.image(image, use_column_width=True)
+    
+    st.subheader("Enter the following values:")
+
+    year = st.number_input("Year")
+    month = st.number_input("Month")
+    day = st.number_input("Day")
+    hour = st.number_input("Hour")
+    dayofyear = st.number_input("Day Of Year")
+    week = st.number_input("Week")
+    weekofyear = st.number_input("Week of Year")
+    dayofweek =  st.number_input("Day of Week")
+    weekday = st.number_input("Week Day")
+    quarter = st.number_input("Quarter")
+    latitude = st.number_input("Latitude")
+    longitude = st.number_input("Longitude")
+
+    
+    
+    # Create a feature list from the user inputs
+    features = [[year,month,day,hour,dayofyear,week,weekofyear,dayofweek,weekday,quarter,latitude,longitude]]
+    
+    # Load the model
+    model = load_model()
+    
+    # Make a prediction when the user clicks the "Predict" button
+    if st.button('Predict Crime'):
+        predicted_value = model_prediction(model, features)
+        
+        st.success(f"The Crime analysis is: {predicted_value}")  
+
+
+def about_hidevs():
+
+        components.html("""
+        <div>
+        <h4>🚀 Unlock Your Dream Job with HiDevs Community!</h4>
+        <p class="subtitle">🔍 Seeking the perfect job? HiDevs Community is your gateway to career success in the tech industry. Explore free expert courses, job-seeking support, and career transformation tips.</p>
+        <p class="subtitle">💼 We offer an upskill program in <b>Gen AI, Data Science, Machine Learning</b>, and assist startups in adopting <b>Gen AI</b> at minimal development costs.</p>
+        <p class="subtitle">🆓 Best of all, everything we offer is <b>completely free</b>! We are dedicated to helping society.</p>
+        <p class="subtitle">Book free of cost 1:1 mentorship on any topic of your choice — <a class="link" href="https://topmate.io/deepakchawla1307">topmate</a></p>
+        <p class="subtitle">✨ We dedicate over 30 minutes to each applicant’s resume, LinkedIn profile, mock interview, and upskill program. If you’d like our guidance, check out our services <a class="link" href="https://hidevscommunity.wixsite.com/hidevs">here</a></p>
+        <p class="subtitle">💡 Join us now, and turbocharge your career!</p>
+        <p class="subtitle"><a class="link" href="https://hidevscommunity.wixsite.com/hidevs" target="__blank">Website</a>
+        <a class="link" href="https://www.youtube.com/@HidevsCommunity1307/" target="__blank">YouTube</a>
+        <a class="link" href="https://www.instagram.com/hidevs_community/" target="__blank">Instagram</a>
+        <a class="link" href="https://medium.com/@hidevscommunity" target="__blank">Medium</a>
+        <a class="link" href="https://www.linkedin.com/company/hidevs-community/" target="__blank">LinkedIn</a>
+        <a class="link" href="https://github.com/hidevscommunity" target="__blank">GitHub</a></p>
+      </div>
+        """,
+                    height=600)
+
+def main():
+
+        # Set the app title and add your website name and logo
+        st.set_page_config(
+        page_title="Crime Prediction",
+        page_icon=":chart_with_upwards_trend:",
+        )
+    
+        st.title("Welcome to our Crime Prediction App!")
+    
+        app_design()    
+        st.header("About HiDevs Community")
+        about_hidevs()
+
+if __name__ == '__main__':
+        main()

crime_prediction_rr.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f36ff0478003217b32a78d551252450670613009f44ebb6fefacf21e4837870
+size 2023829

requirements.txt

@@ -0,0 +1,11 @@
+transformers
+torch
+numpy==1.21.4
+pandas==1.5.1
+ply==3.11
+pickleshare==0.7.5
+matplotlib==3.6.0
+scikit-learn==1.1.2
+seaborn==0.12.1
+statsmodels==0.13.5
+sklearn