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  2. What are the most popular Natural Language Processing Packages?

What are the most popular Natural Language Processing Packages?¶


Here we include the list of most popular python based NLP packages:

  1. Transformers: Collection of pretrained neural networks to perform various NLP tasks (for both pytorch and tensorflow)

  2. Spacy: NLP library for python and cython with pretrained statistical models as well as word vectors

  3. Gensim: NLP library with focus on topic modeling, document indexing, as well as similarity retrieval

  4. NLTK: A suite of NLP modules and datasets supporting research and development

  5. Flair: Pytorch based library for various NLP tasks

  6. AllenNLP: Pytorch based library for building deep learning models for NLP

  7. TextBlob: Python library for diving into common NLP tasks

  8. Stanza: Pytorch based NLP package plus an interface to CoreNLP Java package

  9. Pattern: Web mining module for python including tools for NLP as well as data mining and machine learning

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