Sequence modeling is a key area in natural language processing (NLP), focusing on the generation and understanding of sequences of data, such as sentences, texts, or even time series. Below are some popular repositories related to sequence modeling that you might find useful.

Top Repositories

  • Transformers by Hugging Face
    A library of state-of-the-art general-purpose pre-trained language models.
    Learn more

  • BERT by Google
    BERT, or Bidirectional Encoder Representations from Transformers, is a pre-trained language representation model.
    Read more

  • GPT-3 by OpenAI
    GPT-3 is a language model that can generate human-like text.
    Explore GPT-3

Useful Tools

  • NLTK
    The Natural Language Toolkit, or NLTK, is a leading platform for building Python programs to work with human language data.
    NLTK Documentation

  • spaCy
    spaCy is an open-source library for advanced natural language processing in Python.
    spaCy Website

Community Resources

  • Sequence Modeling Stack Exchange
    A Q&A site for people interested in sequence modeling and related topics.
    Join the Community

  • Sequence Modeling Forums
    A place to discuss sequence modeling techniques, tools, and best practices.
    Forums

Sequence Modeling