al00014 / regmod

General regression models.

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,

pip install regmod

Or you could clone this repository and do,

python setup.py install

Acknowledgement

Design idea of this package comes from "Animal" package. It is a general tool building template, for more detail please check the link above.