Merge branch 'devel' into fixing_likelihoods

.travis.yml

@@ -64,6 +64,7 @@ before_deploy:
       then export DIST='sdist';
     elif [[ "$TRAVIS_OS_NAME" == "osx" ]]; 
       then export DIST='bdist_wheel';
+    fi;
 
 deploy:
   provider: pypi

GPy/__version__.py

@@ -1 +1 @@
-__version__ = "0.8.29"
+__version__ = "0.8.31"

README.md

@@ -9,6 +9,20 @@ The Gaussian processes framework in Python.
 * Travis-CI [unit-tests](https://travis-ci.org/SheffieldML/GPy)
 * [![licence](https://img.shields.io/badge/licence-BSD-blue.svg)](http://opensource.org/licenses/BSD-3-Clause) 
 
+## Updated Structure
+
+We have pulled the core parameterization out of GPy. It is a package called [paramz](https://github.com/sods/paramz) and is the pure gradient based model optimization.
+
+If you installed GPy with pip, just upgrade the package using:
+
+    $ pip install --upgrade GPy
+
+If you have the developmental version of GPy (using the develop or -e option) just install the dependencies by running
+
+    $ python setup.py develop
+
+again, in the GPy installation folder.
+
 ## Continuous integration
 
 |      | Travis-CI | Codecov | RTFD |
@@ -25,7 +39,6 @@ The Gaussian processes framework in Python.
 
 Python 2.7, 3.3 and higher
 
-
 ## Citation
 
     @Misc{gpy2014,

setup.cfg

@@ -1,5 +1,5 @@
 [bumpversion]
-current_version = 0.8.29
+current_version = 0.8.31
 tag = True
 commit = True