Monte_Carlo_Simulation

Overview

This is a Python project that simulates the Premier League season using Monte Carlo simulation. The simulation is based on the expected goals (xG) of each team in the league. The xG values are used to generate the number of goals scored by each team in each match. The simulation is run multiple times to generate the final league table.

Setup Instructions

1. Clone the repository

Clone the repository to your local machine using the following command:

git clone https://github.com/JanardanBhetwal/Monte_Carlo_Simulation.git

cd into the repository:

cd Monte_Carlo_Simulation

Create a virtual environment:

python -m venv venv

Activate the virtual environment:

source venv/bin/activate

Install the required packages:

pip install -r requirements.txt

Run the simulation:

python3 pl.py