def __reduce__(self):
return (Tokenizer, (None, self.regex, self.strip, self.nonwords, self.nonwords_set, self.nonwords_regex,<EOL>self.lower, self.stemmer_name, self.ngrams))<EOL>
Unpickling constructor and args so that pickling can be done efficiently without any bound methods, etc