Package smile.nlp

package smile.nlp

Natural language processing.

Related Packages

Package	Description
smile.nlp.collocation	Collocation finding algorithms.
smile.nlp.dictionary	Common dictionaries such as stop words, punctuation, common English words, etc.
smile.nlp.embedding	Word embedding.
smile.nlp.keyword	Keyword extraction.
smile.nlp.normalizer	Text normalization.
smile.nlp.pos	Part-of-speech taggers.
smile.nlp.relevance	Term-document relevance ranking algorithms.
smile.nlp.stemmer	English word stemmer algorithms.
smile.nlp.tokenizer	Sentence splitter and word tokenizer.

Class	Description
AnchorText	The anchor text is the visible, clickable text in a hyperlink.
Bigram	Bigrams or digrams are groups of two words, and are very commonly used as the basis for simple statistical analysis of text.
Corpus	A corpus is a collection of documents.
NGram	An n-gram is a contiguous sequence of n words from a given sequence of text.
SimpleCorpus	An in-memory text corpus.
SimpleText	A list-of-words representation of documents.
Text	A minimal interface of text in the corpus.
TextTerms	The terms in a text.
Trie<K,V>	A trie, also called digital tree or prefix tree, is an ordered tree data structure that is used to store a dynamic set or associative array where the keys are usually strings.