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5 def stopwords_nltk(): 6 7 return stopwords.words('english')
11 def downloadNLTKConll2000Corpus(): 12 logger = logging.getLogger('collective.classification') 13 logger.info("Downloading NLTK's conll2000 corpus") 14 download('conll2000')
9 def _load_stopwords(): 10 with open('./files/stopword.txt', 'r', encoding='utf-8') as fr: 11 lines = [line.strip('\r\n ') for line in fr] 12 return lines
12 def load_stopwords(): 13 """Loads the stopwords.txt file into an array""" 14 print('loading stopwords') 15 with open('stopwords.txt') as f: 16 global STOP_WORDS 17 STOP_WORDS = np.array(f.read().splitlines()) 18 print('loaded stopwords')
131 def load_stopwords(self, fileName): 132 """Load stopwords from file""" 133 if not os.path.isfile(fileName): 134 raise LangDependencyError("File not found: " + fileName) 135 136 StopWords = [] 137 with io.open(fileName, encoding='utf8') as f: 138 for line in f.readlines(): 139 line = line.strip().lower() 140 if line == "": 141 continue 142 if line.startswith("#"): 143 continue 144 StopWords.append(line) 145 146 return StopWords