Metadata-Version: 2.1
Name: mrtool
Version: 0.0.1
Summary: MRTool: Featured Nonlinear Mixed effects Models
Home-page: https://github.com/ihmeuw/mrtool
Author: Peng Zheng
Author-email: zhengp@uw.edu
License: MIT License
Description: ======
        MRTool
        ======
        
        .. image:: https://readthedocs.org/projects/mrtool/badge/?version=latest
            :target: https://mrtool.readthedocs.io/en/latest/
        .. image:: https://travis-ci.com/ihmeuw-msca/MRTool.svg?branch=master
            :target: https://travis-ci.com/github/ihmeuw-msca/MRTool
        
        **MRTool** (Meta-Regression Tool) package is designed to solve general meta-regression problem.
        The most interesting features include,
        
        * linear and log prediction function,
        * spline extension for covariates,
        * direct Gaussian, Uniform and Laplace prior on fixed and random effects,
        * shape constraints (monotonicity and convexity) for spline.
        
        Advanced features include,
        
        * spline knots ensemble,
        * automatic covariate selection.
        
        
        Installation
        ------------
        
        Required packages include,
        
        * basic scientific computing suite, Numpy, Scipy and Pandas,
        * main optimization engine, `IPOPT <https://github.com/matthias-k/cyipopt>`_,
        * customized packages, `LimeTr <https://github.com/zhengp0/limetr>`_ and
          `XSpline <https://github.com/zhengp0/xspline>`_,
        * testing tool, Pytest.
        
        After install the required packages, clone the repository and install MRTool.
        
        .. code-block:: shell
        
           git clone https://github.com/ihmeuw-msca/MRTool.git
           cd MRTool && python setup.py install
        
        
        For more information please check the `documentation <https://mrtool.readthedocs.io/en/latest>`_.
Platform: UNKNOWN
Provides-Extra: docs
Provides-Extra: test
Provides-Extra: dev
