I’ve recently pushed some updates to nltk-trainer, so that it now supports Python 3.7 and NLTK 3.4.5 or greater. NLTK also just released version 3.5.

One significant change is that the default part of speech tagger is now the PerceptronTagger, originally written by Matthew Honnibal (author of spacy) before it was ported to NLTK.