Stanford POS Tagger working with NLTK 3.0

#~ Rough code to get you going with Stanford POS Tagger on NLTK.
#~ http://netmatrx.com
#~ 


import os

#~from nltk.parse import stanford
os.environ['JAVAHOME'] = 'C:\Program Files\Java\jdk1.8.0_91'
#os.environ['STANFORD_POSTAGGER'] = 'C:\stanford\stanford-postagger-3.6.0.jar'
#os.environ['STANFORD_MODELS'] = 'C:\stanford\models\english-bidirectional-distsim.tagger'


from nltk.tag.stanford import StanfordPOSTagger

text = 'This morning , I should have stayed in bed .';
tokens = text.split()

model = 'C:\stanford\models\english-bidirectional-distsim.tagger'
jar = 'C:\stanford\stanford-postagger-3.6.0.jar'

tagger = StanfordTagger(model, path_to_jar=jar, encoding='UTF-8')
print tagger.tag(tokens) or you can do tagger.tag[('man')]