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horiacristescu/rank.py

Last active December 9, 2019 18:02
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Ranking by dot product
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rank.py
def inner_product_rank(self, vecs, threshold=0.5):
sims_mat = np.dot(vecs, vecs.transpose())
sims_mat = sims_mat - threshold
sims_mat[sims_mat<0] = 0
ranks = np.sum(sims_mat, axis=0)
return ranks
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