🏏 IPL Win Predictor

This is a Machine Learning-powered IPL Win Predictor web app built with Python and Streamlit.

📍 Live App:
🔗 Click here to try it out!

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🚀 Features

• Predicts the winning probability of an IPL team in a live match scenario.
• Takes into account:
  • Batting & Bowling teams
  • Target score
  • Current score, overs completed, and wickets
  • Match location
• Clean and interactive UI with Streamlit

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💡 How It Works

• A classification model is trained on historical IPL data.
• The model learns patterns from features like:
  • Runs left
  • Balls left
  • Current run rate
  • Required run rate
  • Wickets in hand
• Outputs probabilities for both teams

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🛠️ Tech Stack

Technology	Role
Python	Core language
Pandas	Data handling
scikit-learn	ML pipeline & modeling
Streamlit	Web app framework
Pickle	Model serialization

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📦 Installation

git clone https://github.com/SrishtiSinha2003/IPL-Predictor.git

cd IPL-Predictor

pip install -r requirements.txt

streamlit run webapp.py

📸 Preview

📄 License

This project is licensed under the MIT License.

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