IPL AI Model - Dream11 Team Predictor

This project predicts optimal Dream11 player points using Machine Learning based on IPL data.
It combines historical + 2024 match statistics with real-time scraping from ESPNcricinfo to recommend the best playing XI.

Features

• XGBoost models to estimate batting and bowling points
• Integrates actual match averages and dynamically scraped data
• Real-time scraping from ESPNcricinfo using Selenium
• Applies custom constraints to select valid playing 11

How to Run

1. Install dependencies:

pip install -r requirements.txt

2. Change the path of input files
3. Make sure lineups are updated in SquadPlayerNames_IndianT20League_Dup.xlsx
4. Choose required Match number. ex Match_27 for 27th Match
5. Run Gameathon.2.0.py