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a Python package for building Bayesian Nonparanormal models

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Banquo

a Python package for building Bayesian Nonparanormal models

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PyPI Status Python Version License

Read the documentation at https://banquo.readthedocs.io/ Release Codecov

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Features

  • Array-API standard
  • Bayesian inference
  • Semiparametric Bernstein estimator for cumulative distribution function and probability density function
  • Nonparanormal model with Bernstein marginals
  • Discrete stochastic heat equation correlation function

See the Banquo architecture below:

Architecture

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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a Python package for building Bayesian Nonparanormal models

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