How to deploy python script?

I want to round-up this question by suggesting a couple of ways to deploy Python Script or Models:

• Docker: This is one of the most popular way of hosting scripts and deploying Machine Learning Models online. You can use Docker to containerize the code and host it as a micro service using different apps.
• PEX: PEX is a clever tool being developed at Twitter that allows Python code to be shipped as executable zip files.
• AWS: Using AWS, you can create a free account and get started with hosting/deployment. Lot of resources availabel online.
• PYSimple, Pyinstaller and Sparrow: As mentioned in the answers above, we can use these packages also to do the task. Please read above.
• Flask App: If you dont want to use Docker, using simple flask app, you will be able to host your script online. But there will be a lot of issues as its not containerized. Best to use Docker.
• py2exe: If you are looking to convert python file into windows executable, Click here
• cx_Freeze: Similar to the py2exe, you can use this also

I will keep adding more content as I find them, but I think the best way to do it using DOCKER. Hope this helps.

PyInstaller is a powerful opensource tool for cross-platform deployment/distribution of python project.

*Note: Although I have no experience on distributing Jupyter Notebook with PyInstaller, but it seems to be plausible with this guide.

Install through pypi:

pip install pyinstaller

Distribution of code without console can be as simple as:

pyinstaller --noconsole script.py

Then you can find your .exe(Window) under dist folder of your working directory.

For the sake of completeness, dh-virtualenv by Spotify should be mentioned which enables packaging python code as a debian-package.

As a starting point, one could use this Blogpost: How We Deploy Python Code