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Change args passed to Word2Vec class #111

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Change args passed to Word2Vec class #111

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changed args passed to Word2Vec class
@pedroruas18
pedroruas18 committed Jun 17, 2021
commit 46e18afddab58eb949f57e17e6f7d1129932e090
4 changes: 2 additions & 2 deletions src/main.py
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Original file line number Diff line number Diff line change
@@ -39,7 +39,7 @@ def parse_args():
parser.add_argument('--window-size', type=int, default=10,
help='Context size for optimization. Default is 10.')

parser.add_argument('--iter', default=1, type=int,
parser.add_argument('--epochs', default=1, type=int,
help='Number of epochs in SGD')

parser.add_argument('--workers', type=int, default=8,
@@ -84,7 +84,7 @@ def learn_embeddings(walks):
Learn embeddings by optimizing the Skipgram objective using SGD.
'''
walks = [map(str, walk) for walk in walks]
model = Word2Vec(walks, size=args.dimensions, window=args.window_size, min_count=0, sg=1, workers=args.workers, iter=args.iter)
model = Word2Vec(walks, vector_size=args.dimensions, window=args.window_size, min_count=0, sg=1, workers=args.workers, epochs=args.epochs)
model.save_word2vec_format(args.output)

return