Welcome to chronowords’s documentation!

chronowords is a Python package for training small PPMI-based language models, making topic models via non-negative matrix factorization, and detecting semantic shift over time using the Procrustes method.

Built and maintained by Crow Intelligence.

Install from PyPI.

Contents:

• Installation
• API Reference
  • Word Embeddings
  • Alignment
  • Topic Modeling
  • Utilities
• Examples
  • Loading and Training a Model
  • Finding Similar Words

Indices and tables

• Index

• Module Index

• Search Page