Metadata-Version: 2.1
Name: LinearResponseVariationalBayes
Version: 0.2.1
Summary: Helper functions for linear response variational Bayes
Home-page: https://github.com/rgiordan/LinearResponseVariationalBayes.py
Author: Ryan Giordano
Author-email: rgiordan@gmail.com
License: Apache 2.0
Platform: UNKNOWN
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Scientific/Engineering :: Mathematics
Requires-Python: >=3
Requires-Dist: autograd (<1.4.0,>=1.3.0)
Requires-Dist: json-tricks (<=3.11.0)
Requires-Dist: numpy (<=1.16.0,>=1.13.0)
Requires-Dist: scipy (<1.0.0,>=0.19.0)


This is a library (very much still in development) intended to make
sensitivity analysis easier for optimization problems, particularly
variational approximations.

For some background and motivations, see our preprint:

Covariances, Robustness, and Variational Bayes
Ryan Giordano, Tamara Broderick, Michael I. Jordan
https://arxiv.org/abs/1709.02536