remove one_hot, first try
All suggestions done except the new test file for target_format.
Modified all super() parameters, and write a new test for target_format
test_one_hot removed
Delete test_one_hot.py
Delete one_hot.py
Refreshed everything but Bart's suggestion on run_deep_trainer.py
Fixed PEP8 in train_extensions/best_params.py and train_extensions/window_flip.py.
Modified run_deep_trainer.py
fix has_monitoring_datasets for empty dict
add a test for empty monitoring_datasets dict
fix bad test on empty monitoring datasets dict
Merge pull request #1193 from bouthilx/sgd_typo

Fix bug in SGD
non-redundant softmax

patch old pickle files
patch Softmax pickles in __setstate__
PEP8
Merge pull request #1196 from goodfeli/nonredundant

non-redundant softmax
Sigmoid's "classification" monitor style had two behaviors; deprecate
that string and make two separate strings for each behavior

note about binary classification
refined tests for OneHotFormatter and csv_dataset.py
Merge branch 'master' of https://github.com/hantek/pylearn2 into one_hot
modified according to PEP8 format in test_target_format.py