The Natural Language Toolkit (NLTK) is a Platform used for Constructing Python applications that work with human language inFormation for applying in statistical herbal language processing (NLP).
It includes Text Processing libraries for Tokenization, parsing, Classification, STEMming, tagging and semantic reasoning. It additionally includes graphical demonstrations and sample Records uNits in addition to followed by using a cook dinner e-book and a ebook and is the reason the ideas in the back of the underlying language processing duties that NLTK supports.
The Natural Language Toolkit is an open supply library for the Python Programming Language In the beginning written through Steven Bird, Edward Loper and Ewan Klein to be used in development and education. It comes with a arms-on manual that introduces topics in Computational Linguistics in addition to Programming basics for Python which Makes it suiTable for linguists who have no deep information in programming, Engineers and researchers that want to delve into computational linguistics, college students and educators.
NLTK consists of extra than 50 corpora and lexical resources which include the Penn Treebank Corpus, Open Multilingual Wordnet, Problem Report Corpus, and Lin’s Dependency Thesaurus.
When we refer to NLTK as an acronym of Natural Language Toolkit, we mean that NLTK is formed by taking the initial letters of each significant word in Natural Language Toolkit. This process condenses the original phrase into a shorter, more manageable form while retaining its essential meaning. According to this definition, NLTK stands for Natural Language Toolkit.
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