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test: Test subsetting tensor for similarity comparison
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app.py
CHANGED
@@ -155,8 +155,7 @@ def generate_plot(
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cluster_embeddings_avg = np.mean(cluster_embeddings, axis=0)
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cluster_words_embeddings = embed_text(cluster_words, model)
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cluster_to_words_similarities = util.dot_score(cluster_embeddings_avg, cluster_words_embeddings)
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cluster_to_words_similarities = [(word_ix, similarity) for word_ix, similarity in enumerate(cluster_to_words_similarities)]
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cluster_to_words_similarities = sorted(cluster_to_words_similarities, key=lambda x: x[1], reverse=True)
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while len(cluster_keyword[label]) < 3:
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most_descriptive = cluster_to_words_similarities.pop(0)
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cluster_embeddings_avg = np.mean(cluster_embeddings, axis=0)
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cluster_words_embeddings = embed_text(cluster_words, model)
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cluster_to_words_similarities = util.dot_score(cluster_embeddings_avg, cluster_words_embeddings)
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cluster_to_words_similarities = [(word_ix, similarity) for word_ix, similarity in enumerate(cluster_to_words_similarities[0])]
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cluster_to_words_similarities = sorted(cluster_to_words_similarities, key=lambda x: x[1], reverse=True)
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while len(cluster_keyword[label]) < 3:
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most_descriptive = cluster_to_words_similarities.pop(0)
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