Upload winner%20prediction.py

pages/winner%20prediction.py

@@ -0,0 +1,56 @@
+import streamlit as st
+import numpy as np
+import joblib
+
+# Load your trained winner prediction model
+model = joblib.load("winner_prediction_model.pkl")  # Update with your actual model file
+
+st.title("🏆 Cricket Match Winner Prediction")
+st.markdown("Enter team stats below to predict which team will win the match.")
+
+# Team names (example teams)
+teams = ['India', 'Australia', 'England', 'Pakistan', 'Afghanistan',
+         'South Africa', 'New Zealand', 'Sri Lanka', 'West Indies', 'Bangladesh']
+
+# Select teams
+team1 = st.selectbox("Select Team 1", teams)
+team2 = st.selectbox("Select Team 2", [t for t in teams if t != team1])
+
+st.subheader("📥 Enter Stats for Team 1")
+team1_batting = st.number_input("Team 1 Batting Score (e.g. total runs, or batting rating)", 0, 10000, 500)
+team1_bowling = st.number_input("Team 1 Bowling Score (e.g. wickets or bowling rating)", 0, 500, 100)
+
+st.subheader("📥 Enter Stats for Team 2")
+team2_batting = st.number_input("Team 2 Batting Score", 0, 10000, 480)
+team2_bowling = st.number_input("Team 2 Bowling Score", 0, 500, 90)
+
+# Calculate combined score (you can change the weight if needed)
+def combined_score(batting, bowling, weight=10):
+    return batting + (bowling * weight)
+
+team1_combined = combined_score(team1_batting, team1_bowling)
+team2_combined = combined_score(team2_batting, team2_bowling)
+
+# Prepare input features for the model
+features = np.array([[team1_batting, team1_bowling, team1_combined,
+                      team2_batting, team2_bowling, team2_combined]])
+
+# Predict button
+if st.button("🔮 Predict Winner"):
+    prediction = model.predict(features)[0]
+
+    st.success(f"🏏 **Predicted Winner: {team1 if prediction == 1 else team2}**")
+
+    st.subheader("📊 Team Comparison")
+    st.write({
+        f"{team1} - Batting": team1_batting,
+        f"{team1} - Bowling": team1_bowling,
+        f"{team1} - Combined": team1_combined,
+        f"{team2} - Batting": team2_batting,
+        f"{team2} - Bowling": team2_bowling,
+        f"{team2} - Combined": team2_combined,
+    })
+
+# Footer
+st.markdown("---")
+st.markdown("Made with ❤️ using cricket dataset")