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