Added morphotag learning, model saving and loading, more training configs

[yuvalpinter]

@rguthrie3 morphotag learning available for both CRF and LSTMTagger (including variable margins for Viterbi decoding). Loading and saving models also work (CRF only), as well as Randinit and char-lstm in sequence taggers, automatic testing, and smaller changes.