Banquo: a Python package for building Bayesian Nonparanormal models
Project description
Banquo
a Python package for building Bayesian Nonparanormal models
Features
- Array-API standard
- Bayesian inference
- Semiparametric Bernstein estimator for cumulative distribution function and probability density function
- Nonparanormal model with Bernstein marginals
- Hilbert space approximation for discrete stochastic heat equation kernel
See the Banquo architecture below:
Requirements
Installation
You can install Banquo via pip from PyPI:
pip install banquo
Usage
Please see the documentation at Read the Docs for details.
Contributing
Contributions are very welcome. To learn more, see the Contributor Guide.
License
Distributed under the terms of the MIT license, Banquo is free and open source software.
Issues
If you encounter any problems, please file an issue along with a detailed description.
Credits
This project was generated from Dinkin Flicka Cookiecutter template.
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