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Fix #2036 #2115

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Aug 7, 2024
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Fix #2036 #2115

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2 changes: 1 addition & 1 deletion bertopic/_bertopic.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3955,7 +3955,7 @@ def _guided_topic_modeling(self, embeddings: np.ndarray) -> Tuple[List[int], np.
# embedding of the seeded topic to force the documents in a cluster
for seed_topic in range(len(seed_topic_list)):
indices = [index for index, topic in enumerate(y) if topic == seed_topic]
embeddings[indices] = np.average([embeddings[indices], seed_topic_embeddings[seed_topic]], weights=[3, 1])
embeddings[indices] = embeddings[indices] * 0.75 + seed_topic_embeddings[seed_topic] * 0.25
logger.info("Guided - Completed \u2713")
return y, embeddings

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