Learn how to get Python up and running on Windows, macOS, or Linux—and avoid the biggest pitfalls along the way.

The most popular solution, and the most mature, is PyInstaller. PyInstaller doesn’t make the process of packaging a Python application totally painless, but it goes a long way.

First of all, I prefer to create a virtual environment by running python3 -m venv .env, and then installing the Streamlit package by running pip3 install streamlit. Now create a Python script.