Alberthu233 commited on
Commit
7220765
1 Parent(s): 3dd0696

Update app.py

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Files changed (1) hide show
  1. app.py +1 -1
app.py CHANGED
@@ -23,7 +23,7 @@ model = load_model()
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  embeddings = model.encode([sentence1, sentence2])
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  # Calculate Sharpened Cosine Similarity (SCS)
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- def sharpened_cosine_similarity(s, k, q=1e-5, p=2):
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  cosine_sim = np.dot(s, k) / (np.linalg.norm(s) * np.linalg.norm(k))
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  return np.sign(cosine_sim) * np.power(np.abs(cosine_sim) / (np.linalg.norm(s) + q), p)
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  embeddings = model.encode([sentence1, sentence2])
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  # Calculate Sharpened Cosine Similarity (SCS)
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+ def sharpened_cosine_similarity(s, k, q=1e-6, p=3):
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  cosine_sim = np.dot(s, k) / (np.linalg.norm(s) * np.linalg.norm(k))
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  return np.sign(cosine_sim) * np.power(np.abs(cosine_sim) / (np.linalg.norm(s) + q), p)
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