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Thai Natural Language Processing library

Project description

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PyThaiNLP

PyThaiNLP is a Python library for natural language processing (NLP) of Thai language.

PyThaiNLP includes Thai word tokenizers, transliterators, soundex converters, part-of-speech taggers, and spell checkers.

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What's new in 2.1 ?

  • Improved word_tokenize ("newmm" and "mm" engine), a custom_dict dictionary can be provided
  • Add AttaCut to be options for word_tokenize engine.
  • New Thai2rom (PyTorch)
  • New Command Line
  • Add word tokenization benchmark to PyThaiNLP
  • See more examples in Get Started notebook
  • Full change log

Install

For stable version:

pip install pythainlp

For some advanced functionalities, like word vector, extra packages may be needed. Install them with these options during pip install:

pip install pythainlp[extra1,extra2,...]

where extras can be

  • artagger (to support artagger part-of-speech tagger)*
  • attacut - Wrapper for AttaCut (https://github.com/PyThaiNLP/attacut)
  • deepcut (to support deepcut machine-learnt tokenizer)
  • icu (for ICU support in transliteration and tokenization)
  • ipa (for International Phonetic Alphabet support in transliteration)
  • ml (to support fastai 1.0.22 ULMFiT models)
  • ner (for named-entity recognizer)
  • thai2fit (for Thai word vector)
  • thai2rom (for machine-learnt romanization)
  • full (install everything)

Note for Windows: marisa-trie wheels can be obtained from https://www.lfd.uci.edu/~gohlke/pythonlibs/#marisa-trie Install it with pip, for example: pip install marisa_trie‑0.7.5‑cp36‑cp36m‑win32.whl

Links

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We build Thai NLP.

PyThaiNLP Team.

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