Metadata-Version: 1.0
Name: distributions
Version: 2.0.26
Summary: Primitives for Bayesian MCMC inference
Home-page: https://github.com/forcedotcom/distributions
Author: Fritz Obermeyer
Author-email: fritz.obermeyer@gmail.com
License: Revised BSD
Description: [![Build Status](https://travis-ci.org/forcedotcom/distributions.svg?branch=master)](https://travis-ci.org/forcedotcom/distributions)
        [![Code Quality](http://img.shields.io/scrutinizer/g/forcedotcom/distributions.svg)](https://scrutinizer-ci.com/g/forcedotcom/distributions/code-structure/master/hot-spots)
        [![Latest Version](https://badge.fury.io/py/distributions.svg)](https://pypi.python.org/pypi/distributions)
        
        # Distributions
        
        Distributions provides low-level primitives for
        collapsed Gibbs sampling in Python and C++ including:
        
        * special numerical functions,
        * samplers and density functions from a variety of distributions,
        * conjugate component models (e.g., gamma-Poisson, normal-inverse-chi-squared),
        * clustering models (e.g., CRP, Pitman-Yor), and
        * efficient wrappers for mixture models.
        
        Distributions powered a machine-learning-as-a-service for Prior Knowledge Inc.,
        and now powers machine learning infrastructure at Salesforce.com.
        
        
        ## Installation
        
        For python-only support (no C++) you can install with pip:
        
            pip install distributions
        
        For help with other builds, see
        [the installation documentation](http://distributions.readthedocs.org/en/latest/installation.html).
        
        
        ## Documentation
        
        The official documentation lives at http://distributions.readthedocs.org/.
        
        Branch-specific documentation lives at
        
        * [Overview](/doc/overview.rst)
        * [Installation](/doc/installation.rst)
        
        
        ## Authors (alphabetically)
        
        * Jonathan Glidden <https://twitter.com/jhglidden>
        * Eric Jonas <https://twitter.com/stochastician>
        * Fritz Obermeyer <https://github.com/fritzo>
        * Cap Petschulat <https://github.com/cap>
        * Stephen Tu <https://github.com/stephentu>
        
        ## License
        
        Copyright (c) 2014 Salesforce.com, Inc. All rights reserved.
        
        Licensed under the Revised BSD License. See [LICENSE.txt](LICENSE.txt)
        for details.
        
Platform: UNKNOWN
