D.R.E.A.M.

Team 30 Submission for Dream11 PS in the Inter IIT Tech Meet 13.0.

Features

Here're some of the project's best features:

• Download Live Cricsheet Data
• Generate Features on the Fly
• Scrapes Past and Present Player Data
• Ensemble Architecture Including Regressors Classifiers and NN

Installation Steps:

1. Download Python (version 3.12.4)

https://www.python.org/downloads/macos/

2. Install dependencies from requirements.txt

pip3 install -r requirements.txt

3. Run the Streamlit File for the Model UI

python3 main_app.py

Scrapers

Scrapers have been integrated into the pipeline in the file /src/data_processing/data_download.py Their respective functions are available at /src/scrapers/ for testing with specific parameters.

Run Instructions for Product UI

1. Start the application:

   python3 main.py

   OR

   cd ProductUI
   docker-compose up

2. If you stop the Python script:

   • Navigate to ProductUI and bring down Docker:

     cd ProductUI
     docker-compose down

   • Return to the root directory and restart the Python script:

     cd ..
     python3 main.py