Metadata-Version: 2.1
Name: regmod
Version: 0.0.4
Summary: regmod: General regression models.
Home-page: https://github.com/zhengp0/regmod
Author: Peng Zheng
Author-email: zhengp@uw.edu
License: BSD 2-Clause License
Description: .. image:: https://github.com/zhengp0/regmod/workflows/python-build/badge.svg
            :target: https://github.com/zhengp0/regmod/actions
        
        .. image:: https://badge.fury.io/py/regmod.svg
            :target: https://badge.fury.io/py/regmod
        
        Regression Models
        =================
        
        This package is design for general regression models including
        generalized linear models and others.
        
        It features
        
        * Bayesian framework, allows user to include priors into the mdoel.
        * Easy spline interface and spline shape priors and constraint.
        
        Current model pool contains:
        
        * Linear model
        * Poisson model
        * Binomial model
        
        Install
        -------
        Package requires Python version above ``3.7``, recommend using version ``3.8``.
        
        To install the package, the simplest way is through ``pip``,
        
        .. code-block:: bash
        
            pip install regmod
        
        Or you could clone this repository and do,
        
        .. code-block:: bash
        
            python setup.py install
        
        Acknowledgement
        ---------------
        Design idea of this package comes from
        `"Animal" package <https://github.com/ihmeuw-msca/anml>`_.
        It is a general tool building template, for more detail please check the link above.
        
Platform: UNKNOWN
Provides-Extra: docs
Provides-Extra: test
Provides-Extra: dev
