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16 Skillsacross 2 categorieswink-nlp
sanjaya
Developer friendly Natural Language Processing ✨
wink-lexicon
sanjaya
English lexicon useful in NLP/NLU
wink-helpers
sanjaya
Functions for cross validation, shuffle, cartesian product and more
wink-naive-bayes-text-classifier
sanjaya
Naive Bayes Text Classifier
wink-distance
sanjaya
Distance/Similarity functions for Bag of Words, Strings, Numbers, Dates and Vectors.
wink-sentiment
sanjaya
Accurate and fast sentiment scoring of phrases with emoticons :) & emojis 🎉
wink-pos-tagger
sanjaya
English Part-of-speech (POS) tagger
wink-perceptron
sanjaya
Multi-class averaged perceptron
wink-tokenizer
sanjaya
Multilingual tokenizer that automatically tags each token with its type
wink-nlp-utils
sanjaya
NLP Functions for amplifying negations, managing elisions, creating ngrams, stems, phonetic codes to tokens and more.
wink-eng-lite-web-model
sanjaya
Wink's English Language Light Web Model for Web Browsers
wink-bm25-text-search
sanjaya
Configurable BM25 Text Search Engine with simple semantic search support
wink-embeddings-sg-100d
sanjaya
100-dimensional English word embeddings for wink-nlp
wink-porter2-stemmer
sanjaya
Implementation of Porter Stemmer Algorithm V2 by Dr Martin F Porter
wink-jaro-distance
sanjaya
An Implementation of Jaro Distance Algorithm by Matthew A. Jaro
wink-ner
sanjaya
Language agnostic named entity recognizer