https://github.com/devamoghs/pos-tagger-nltk-scikit-learn

Part-Of-Speech Tagger using custom trained models, implemented with Scikit-Learn and NLTK
https://github.com/devamoghs/pos-tagger-nltk-scikit-learn

machine-learning natural-language-understanding nltk-library part-of-speech-tagger pos-tagger scikit-learn

Last synced: 24 days ago
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Part-Of-Speech Tagger using custom trained models, implemented with Scikit-Learn and NLTK

• Host: GitHub
• URL: https://github.com/devamoghs/pos-tagger-nltk-scikit-learn
• Owner: devAmoghS
• Created: 2019-01-06T18:31:56.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2019-01-06T19:40:56.000Z (over 6 years ago)
• Last Synced: 2025-02-08T16:30:46.080Z (8 months ago)
• Topics: machine-learning, natural-language-understanding, nltk-library, part-of-speech-tagger, pos-tagger, scikit-learn
• Language: Python
• Homepage:
• Size: 267 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# pos-tagger-nltk-scikit-learn

Part-Of-Speech Tagger using custom trained models, implemented in Scikit-Learn and NLTK

# Files

'corpus.py' - fetches the NLTK text corpus containing tagged data

'dt_clf.sav' - pickled file of trained model file

'example.py' - simple example of POS tagging

'tagger.py' - reads an input sentence and perfom POS tagging using trained model

'util.py' - contains utility functions and methods