IPL Score Predictor 🏏 | Live Cricket Score Forecasting Web App

A beautiful Streamlit web application that predicts the final batting team score in IPL matches using historical data and a trained Lasso Regression model.

✨ Live Demo

→ IPL Score Predictor – Try it now!
(Deployed on Streamlit Community Cloud)

Features

• Predict final score based on:
  • Batting team
  • Bowling team
  • Venue
  • Current runs & wickets
  • Overs completed + balls in current over
  • Runs & wickets in last 5 overs
• Clean, mobile-friendly UI with emojis & real-time prediction
• Input validation & helpful error messages
• Model accuracy improved with feature engineering (overs, recent performance)

Tech Stack

• Frontend: Streamlit
• Model: Lasso Regression (trained on historical IPL data)
• Libraries: pandas, numpy, scikit-learn, pickle, joblib
• Deployment: Streamlit Community Cloud (free tier)