GitLab

Use Python code block directive for the example usage. Link to the license file.

Seperate out functionality into more modular and single purpose
functions. Move exception classes to own module for this purpose. Add
new user facing functions for checking MDPs.

Add two new functions _randDense and _randSparse to separate
functionality from the rand function. Call these functions from rand.

Base the comparison that two arrays are almost equal based on the
spacing of the maximum value of the array rather than one. Using one
will give incorrect resulsts when the magintude of the values is
significantly different to one.

Two unit tests based on the small example for the discounted and
undiscounted case.

Add a base class that other classes for testing the MDP algorithms can
use it.

Add an example usage for the small example to the docstring for test
coverage purposes.

Add a small MDP example that has only two states and two actions. This
is mostly useful to help with testing the algorithms, and as an example
of the usage of them.

Fix V initialization in PolicyIterationModified

V was initialized with the wrong dimensions for undiscounted MDPs,
which caused an exception to be raised in _bellmanOperator.

Use ellipsis so that Python 2 and Python 3 outputs will pass. Check that
floating point numbers are within 1e-12 of the expected answer rather
than exact matches.

The CVXOPT python package has some optional dependencies that must be
altered in the setup.py file for support to be compiled in. GLPK is one
if these. At the moment the setup.py script is not being altered while
installing dependencies, so downloading cvxopts extra dependencies is
useless.

Move the test command from .travis.yml to runtests.sh to allow easy
testing on workstations.

Import modules with an underscore in front of their names. For example
import numpy as _np. This is to address the namespace getting to full.

Add the --with-doctest flag to the nosetests that are run on Travis CI.
Remove the calls to doctest if the __main__ of each modules. This
closes #1.

Add to and improve the quality of the tests for the example module. This
commit also fixes a small bug in the example module when dealing with
sparse masks to the example.rand function.

Add travis-ci command to install python-cvxopt ubuntu package when using
the python 2.7 with system site pakcages profile. Install cvxopt's
dependencies in all other cases because it needs to be compiled.

The history can be viewed by looking at git log, and the todo text file
wasn't being used and instead use the GitHub issue tracker.

Remove MANIFEST.in file because it is not needed by Setuptools.

Add more detail to the installation instructions by listing what
Debian/Ubuntu packages would need to be installed to use the toolbox.
Recommend installing the package by pip. Fix the markup for the links
and make each command-line code be on its own line.

The mdptoolbox.utils module was renamed to mdptoolbox.util and the tests
were still using the old name, Replace all occurances of utils with util

The sparse matrix error changed and and NotIMplementedError had to be
causght also to check that also elements of a transition matrix are
non-zero.

The Python development files appear to be already installed on Travis so
remove the apt-get call that tries to pull them in.

System site packages only works for Python 2.7 and 3.2, so remove for
3.3 and 3.4. Also install liblapack because it seems like cvxopt does
not find atlas.

Install Python 3 verions of the dependencies when the Travis build is
Python 3, and install the development packages for cvxopt to be built.

Add travis command to install numpy, scipy and cvxopt.

Update the readme to point to Travis CI logo, and also to the GitHub and
PyPI locations for getting the package rather than Google Code.

Add the Travis CI build configuration so that the repository can be
tested using continuous integration.

Remove support for distutils and add support for setuptools. In addition
list the GitHub repository and remove the Google code repository as the
URL.

Conflicts:
	setup.py