Proof-of-concept package implementing dimple ('debiased inference made simple') from "Simplifying debiased inference via automatic differentiation and probabilistic programming" [link]

To install the package, make sure you have Python 3.8 or later and run the following command:

pip install pydimple

Once installed, it can be imported in Python via:

import pydimple

For examples and documentation, please refer to pydimple's readthedocs page.

Much of pydimple's core automatic differentiation code is from the excellent Medium tutorial by Jonathan Kernes. Thank you, Jonathan, for letting me use it!

I'm not a software engineer, but I'm interested in developing this project further. If you share this interest and have relevant coding skills, please reach out! I'd love to collaborate.

[[email protected]]