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Natural Language Toolkit (NLTK)

NLTK is a suite of libraries and programs for Natural Language Processing (NLP). NLTK includes graphical demonstrations and sample data. NLTK supports classification, tokenization, stemming, tagging, parsing, and semantic reasoning functionalities.

Installation

Open Anaconda Prompt (or terminal) and enter the following command

using pip:

pip install -U nltk

or using conda:

conda install nltk

Topics:

  • Tokenizing Words and Sentences
  • Stop Words
  • Stemming Words
  • Part of Speech Tagging
  • Lemmatizing
  • Corpora
  • Wordnet