Metadata-Version: 2.1
Name: barmpy
Version: 1.1.0
Summary: Bayesian Additive Regression Models
Home-page: https://github.com/dvbuntu/barmpy
Author: Danielle Van Boxel
Author-email: Danielle Van Boxel <vanboxel@arizona.edu>
Project-URL: Homepage, https://github.com/dvbuntu/barmpy
Project-URL: Issues, https://github.com/dvbuntu/barmpy/issues
Project-URL: Documentation, https://dvbuntu.github.io/barmpy/
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Scientific/Engineering :: Mathematics
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE


# BARMPy

![text ignored, basic tests](https://github.com/dvbuntu/barmpy/actions/workflows/test-barmpy.yml/badge.svg)

![text ignored, docs](https://github.com/dvbuntu/barmpy/actions/workflows/pages/pages-build-deployment/badge.svg)

![text ignored, download count](https://img.shields.io/github/downloads/dvbuntu/barmpy/total.svg)

![HitCount to repo page](https://hits.dwyl.com/dvbuntu/barmpy/start-here.svg)


## Intro

`barmpy` is the Python implementation of Baeysian Additive Regression Models, a generalization of BART, currently being researched [1].  We hope this library is useful for practictioners, enabling Bayesian architecture search and model ensembling.

Skeleton repo adapted from [BartPy](https://github.com/JakeColtman/bartpy).

Check out the [Tutorial](https://drive.google.com/file/d/1FgpCyEUqqnihkfm-6nuV5RdZwAJlSJq5/view?usp=drive_link)

## References

 [1] https://meetings.ams.org/math/fall2022c/meetingapp.cgi/Paper/14985
