evaluations#
Package Contents#
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- compute_topic_diversity(top_words, _type='TD')#
- multiaspect_topic_diversity(top_words, _type='TD')#
- evaluate_clustering(theta, labels)#
- hierarchical_clustering(test_theta, test_labels)#
- evaluate_classification(train_theta, test_theta, train_labels, test_labels, classifier='SVM', gamma='scale')#
- crosslingual_classification(train_theta_en, train_theta_cn, test_theta_en, test_theta_cn, train_labels_en, train_labels_cn, test_labels_en, test_labels_cn, classifier='SVM', gamma='scale')#
- hierarchical_classification(train_theta, test_theta, train_labels, test_labels, classifier='SVM', gamma='scale')#
- compute_dynamic_TC(train_texts, train_times, vocab, top_words_list, cv_type='c_v')#
- compute_topic_coherence(reference_corpus, vocab, top_words, cv_type='c_v')#
- hierarchy_quality(vocab, reference_bow, topic_str_list, beta_list, phi_list)#