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DerekChia/w2v_training_1.py

Created December 1, 2018 11:43
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w2v_training_1
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w2v_training_1.py
# Training
w2v.train(training_data)
class word2vec():
def train(self, training_data):
# Initialising weight matrices
# Both s1 and s2 should be randomly initialised but for this demo, we pre-determine the arrays (getW1 and getW2)
# getW1 - shape (9x10) and getW2 - shape (10x9)
self.w1 = np.array(getW1)
self.w2 = np.array(getW2)
# self.w1 = np.random.uniform(-1, 1, (self.v_count, self.n))
# self.w2 = np.random.uniform(-1, 1, (self.n, self.v_count))
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