sinflow¶

sinflow is a Python implementation of the sliced iterative normalizing flow (SINF) algorithm for density estimation and sampling. The package has minimal dependencies, requiring only numpy and scipy. The code is designed to be easy to use and flexible, with a focus on performance and scalability. The package is designed to be used in a similar way to scikit-learn, with a simple and consistent API.

Where to start?

🖥 A good place to get started is with the Installation and then the Quickstart guide.

📖 For more details, check out the API Reference.

🐛 If you encounter any problems, or if you find bugs, then head on over to the GitHub issues page.

👈 Check out the sidebar to find the full table of contents.

Attribution & Citation¶

Please cite the following if you find this code useful in your research. The BibTeX entry for the paper is:

@article{karamanis2024sinflow,
    title={---},
    author={---},
    journal={---},
    year={2024}
}

Authors & License¶

sinflow is free software made available under the GPL-3.0 License.

Changelog¶

0.0.1 (09/10/24)

First working release.