Merge branch 'hackathon2017' into 'master'

removed unnecessary commands starting with ./bin/

See merge request !8

doc/parallel.rst

@@ -9,12 +9,12 @@ Executing the Training in Parallel
 
 Sometimes the training of the GMM-based models require a lot of time.
 However, the training procedures can be parallelized, i.e., by running the E-steps of the EM loop in parallel.
-For this purpose, we provide a set of scripts ``./bin/verify_gmm.py``, ``./bin/verify_isv.py`` and ``./bin/verify_ivector.py``.
+For this purpose, we provide a set of scripts ``verify_gmm.py``, ``verify_isv.py`` and ``verify_ivector.py``.
 These scripts integrate perfectly into the ``bob.bio`` packages.
 Particularly, they have exactly the same set of options as documented in :ref:`bob.bio.base.experiments`.
 
 In fact, the scripts above only run in parallelized mode, i.e., either the ``--grid`` or ``--parallel`` option is required.
 During the submission of the jobs, several hundred jobs might be created (depending on the ``number_of_..._training_iterations``  that you specify in the :py:class:`bob.bio.gmm.algorithm.GMM` constructor).
-However, after the training has finished, it is possible to use the normal ``./bin/verify.py`` script to run similar experiments, e.g., if you want to change the protocol of your experiment.
+However, after the training has finished, it is possible to use the normal ``verify.py`` script to run similar experiments, e.g., if you want to change the protocol of your experiment.
 
 .. todo:: improve the documentation of the parallelized scripts.