started implementing ITG autoencoding
bugfix for adagrad: first, accumulate squared delta, then, compute learning rate
added more work on ITG based autoencoder
implementd ITG-based autoencoder, but it is very slow at this moment.
tweaked default parameters
otuput intermediate derivations during learning
Bugfix for alignment dumping
Merge branch 'autoencode'