Top2Vec

User Guide / Tutorial:

  • Contextual Top2Vec Overview
  • Classic Top2Vec

API Reference:

  • Top2Vec API Guide
Top2Vec
  • Welcome to Top2Vec’s documentation!
  • View page source

Welcome to Top2Vec’s documentation!

User Guide / Tutorial:

  • Contextual Top2Vec Overview
    • Key Features of Contextual Top2Vec
    • Simple Usage Example
    • New Methods for Contextual Top2Vec
    • Usage Note
    • Citation
  • Classic Top2Vec
    • Benefits
    • How does it work?
    • Installation
    • Usage
    • Pretrained Embedding Models
    • Citation
    • Example

API Reference:

  • Top2Vec API Guide
    • Document
      • Document.document_index
      • Document.topics
    • Top2Vec
      • Top2Vec.compute_topics()
      • Top2Vec.get_num_topics()
      • Top2Vec.get_topic_hierarchy()
      • Top2Vec.get_topic_sizes()
      • Top2Vec.get_topics()
      • Top2Vec.hierarchical_topic_reduction()
      • Top2Vec.load()
      • Top2Vec.query_topics()
      • Top2Vec.save()
      • Top2Vec.search_topics()
      • Top2Vec.search_topics_by_vector()
      • Top2Vec.search_words_by_vector()
      • Top2Vec.similar_words()
    • Topic
      • Topic.score
      • Topic.tokens
      • Topic.topic_index
    • default_tokenizer()
    • get_chunks()
    • get_random_chunks()

Indices and tables

  • Index

  • Module Index

  • Search Page

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