I guess pip is install at your local machine if not then do:
(For Debian based machine)
sudo apt-get install python-pip
pip install virtualenv
virtualenv <folder-name>
Change the directory to folder which you have created
source bin/activate
Then clone the repositry and move to folder codejudge and follow these steps:
pip install -r requirements.txt