MaartenGr/BERTopic: v0.11.0

• Perform hierarchical topic modeling with .hierarchical_topics
• Visualize hierarchical topic representations with .visualize_hierarchy
• Extract a text-based hierarchical topic representation with .get_topic_tree
• Visualize 2D documents with .visualize_documents()
• Visualize 2D hierarchical documents with .visualize_hierarchical_documents()
• Create custom labels to the topics throughout most visualizations
• Manually merge topics with .merge_topics()

• Added native Hugging Face transformers support ## Documentation

• Added example for finding similar topics between two models in the tips & tricks page

• Add multi-modal example in the tips & tricks page

• Fix support for k-Means in .visualize_heatmap (#532)
• Fix missing topic 0 in .visualize_topics (#533)
• Fix inconsistencies in .get_topic_info (#572) and (#581)
• Add optimal_ordering parameter to .visualize_hierarchy by @rafaelvalero in #390
• Fix RuntimeError when used as sklearn estimator by @simonfelding in #448
• Fix typo in visualization documentation by @dwhdai in #475
• Fix typo in docstrings by @xwwwwww in #549
• Support higher Flair versions

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└─atheists_atheism_god_moral_atheist
     ├─atheists_atheism_god_atheist_argument
     │    ├─■──atheists_atheism_god_atheist_argument ── Topic: 21
     │    └─■──br_god_exist_genetic_existence ── Topic: 124
     └─■──moral_morality_objective_immoral_morals ── Topic: 29