import nltk from nltk.tokenize import word_tokenize nltk.download('punkt') nltk.download('averaged_perceptron_tagger') class POSTagging(): def __init__(self): pass def classify(self, text): text = word_tokenize(text) preds = nltk.pos_tag(text) return preds