We just use a directory where we keep our dependencies. It's a matter of:
mkdir libs
pip install -t libs <package>
# then to run
PYTHONPATH=libs python app.py
From what I can tell, this accomplishes everything a venv does (except bringing the Python interpreter itself along) without requiring any extra tools or conventions to learn.