Wink JS - NLP, Machine Learning & Stats
Natural Language Processing
Advanced NLP tasks like tokenization, sentence boundary detection, negation, sentiment analysis, POS tagger, entitity recognition and more.
NLP Functions for amplifying negations, managing elisions, creating ngrams, stems, phonetic codes to tokens and more.
Multilingual tokenizer that automatically tags each token with its type such as word, email, time or hashtag.
Accurate and fast sentiment scoring of phrases with emoticons & emojis.
English Part-of-speech (POS) tagger.
An Implementation of Jaro Distance Algorithm by Matthew A. Jaro.
English lexicon useful in NLP/NLU.
Language agnostic named entity recognizer.
bm25 text search
Fast Full Text Search based on BM25.
naive bayes text classifier
Configurable Naive Bayes Classifier for text with cross-validation support.
Multi-class averaged perceptron.
Decision Tree to predict the value of a continuous target variable.
Distance/Similarity functions for Bag of Words, Strings, Vectors and more.
Fast and Numerically Stable Statistical Analysis Utilities.