python Programming Glossary: nltk.corpus
Implementing Bag-of-Words Naive-Bayes classifier in NLTK http://stackoverflow.com/questions/10098533/implementing-bag-of-words-naive-bayes-classifier-in-nltk 'nb' MultinomialNB classif SklearnClassifier pipeline from nltk.corpus import movie_reviews pos FreqDist movie_reviews.words i for..
Python: tf-idf-cosine: to find document similarity http://stackoverflow.com/questions/12118720/python-tf-idf-cosine-to-find-document-similarity import TfidfTransformer from nltk.corpus import stopwords import numpy as np import numpy.linalg as LA..
Convert words between verb/noun/adjective forms http://stackoverflow.com/questions/14489309/convert-words-between-verb-noun-adjective-forms analogous. From what I've tested works pretty well from nltk.corpus import wordnet as wn def nounify verb_word Transform a verb..
How to get the wordnet sense frequency of a synset in NLTK? http://stackoverflow.com/questions/15551195/how-to-get-the-wordnet-sense-frequency-of-a-synset-in-nltk i can load a sense tagged corpus in nltk as such from nltk.corpus import wordnet_ic brown_ic wordnet_ic.ic 'ic brown.dat' semcor_ic.. improve this question I managed to do it this way. from nltk.corpus import wordnet as wn word dog synsets wn.synsets word sense2freq..
Creating a new corpus with NLTK http://stackoverflow.com/questions/4951751/creating-a-new-corpus-with-nltk but i couldn't get further than import nltk from nltk.corpus import PlaintextCorpusReader corpus_root '. ' newcorpus PlaintextCorpusReader..
Python: how do you store a sparse matrix using python? http://stackoverflow.com/questions/5164106/python-how-do-you-store-a-sparse-matrix-using-python import numpy from scipy.sparse import lil_matrix from nltk.corpus import wordnet as wn from nltk.corpus import brown f open 'spmatrix.pkl'.. lil_matrix from nltk.corpus import wordnet as wn from nltk.corpus import brown f open 'spmatrix.pkl' 'wb' def markov L count 0..
How do i find the frequency count of a word in English using WordNet? http://stackoverflow.com/questions/5928704/how-do-i-find-the-frequency-count-of-a-word-in-english-using-wordnet nltk_data corpora wordnet cntlist.rev . Code example from nltk.corpus import wordnet syns wordnet.synsets 'stack' for s in syns for..
using python nltk to find similarity between two web pages? http://stackoverflow.com/questions/6252236/using-python-nltk-to-find-similarity-between-two-web-pages terms by looking up the synsets contained by WordNet from nltk.corpus import wordnet wordnet.synsets 'donation' Synset 'contribution.n.02'..
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