Metadata-Version: 1.1
Name: bayes_logistic
Version: 0.2.0
Summary: Bayesian Logistic Regression using Laplace approximations to the posterior.
Home-page: https://github.com/maxpoint/bayes_logistic
Author: MaxPoint Interactive, Inc.
Author-email: rob.haslinger@maxpoint.com
License: BSD
Description: =========================
        Bayes Logistic Regression
        =========================
        
        .. image:: https://img.shields.io/travis/MaxPoint/bayes_logistic.svg
                :target: https://travis-ci.org/MaxPoint/bayes_logistic
        
        .. image:: https://img.shields.io/pypi/v/bayes_logistic.svg
                :target: https://pypi.python.org/pypi/bayes_logistic
        
        
        This package will fit Bayesian logistic regression models with arbitrary
        prior means and covariance matrices, although we work with the inverse covariance matrix which is the log-likelihood
        Hessian.
        
        Either the full Hessian or a diagonal approximation may be used.
        
        Individual data points may be weighted in an arbitrary manner.  
        
        Finally, p-values on each fitted parameter may be calculated and this can be used
        for variable selection of sparse models.
        
        * Free software: BSD license
        * Documentation: https://bayes_logistic.readthedocs.org.
        
        Demo
        ----
        
        `Example Notebook`_
        
        .. _Example Notebook: notebooks/bayeslogistic_demo.ipynb
        
        
        
        
        
        History
        -------
        
        0.2.0 (2015-09-02)
        ---------------------
        
        * First release on PyPI.
        
Keywords: bayes_logistic
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: BSD License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.6
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.3
Classifier: Programming Language :: Python :: 3.4
