Cleaned up examples.
More stuff on convnets
Added tutorial files.
Fixed dok
More dok
Complted sup dok
Using new training set (converted to torch) for cifar.
Using torch-converted dataset (house numbers)
Fixed dok, plus normalizations.
Corrected some typos in the supervised tutorials
Autoencoder example.
Fixed paths.
New stuff
Some upgrades.
changed sugestions
New autoencoder script.
cright
fixed decay
Fixed some default params
Using new autoencoder interface.