winkjs.github.io/packages.html at master · winkjs/winkjs.github.io · GitHub

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<!doctype html> <html lang=en> <head> <meta charset=utf-8> <meta name=description content="Developer friendly Natural Language Processing. Open Source packages for NLP, ML and Statistics in Node JS to build production grade solutions."> <meta http-equiv=content-language content=en> <meta name=viewport content="width=device-width, initial-scale=1"> <meta name=theme-color content="#6C307D"> <meta content="IE=edge,chrome=1" http-equiv=X-UA-Compatible> <title>Packages - NLP, ML and AI : winkJS — NLP, Machine Learning & Stats in Node.js</title> <link href="/stylesheets/bootstrap.min.css" rel=stylesheet /><link href="/stylesheets/master.css" rel=stylesheet /><link href="/stylesheets/atom-one-dark.css" rel=stylesheet /> <script src="/javascripts/all.js"></script> <link rel=icon type="image/png" href="/favicon.png"> <link href="https://fonts.googleapis.com/css?family=Source+Code+Pro" rel=stylesheet> <script src="https://use.typekit.net/cwc1qce.js"></script> <script>try{Typekit.load({ async: true });}catch(e){}</script> </head> <body class=packages> <header> <nav class="navbar navbar-inverse navbar-fixed-top"> <div class=container> <div class=navbar-header> <button type=button class="navbar-toggle collapsed" data-toggle=collapse data-target="#main-nav" aria-expanded=false> <span class=sr-only>Toggle navigation</span> <span class=icon-bar></span> <span class=icon-bar></span> <span class=icon-bar></span> </button> <a href="/" title=wink class=navbar-brand> 32 </a> <h1 class=screen-reader-text>Wink JS - NLP, Machine Learning & Stats</h1> </div> <ul class="nav navbar-nav navbar-right collapse navbar-collapse" id=main-nav> <li><a href="https://composer.winkjs.org" class="">Wink Composer</a></li> <li><a href="/wink-nlp/getting-started.html" class="">Wink NLP</a></li> <li><a href="/examples.html" class="">Examples</a></li> <li><a href="/blog.html" class="">Blog</a></li> <li><a href="https://github.com/winkjs">Github</a></li> <li><a href="https://graype.in" target=_blank>Graype Systems</a></li> </ul> </div> </nav> </header> <div id=packages-list> <nav class=container> <h2 class=col-md-12 id=nlp>Natural Language Processing</h2> <img src="/images/nlp-bg.png" alt="" class=bg-img> <div class=col-md-4> <dt> <a href="https://winkjs.org/wink-nlp.html"> nlp </a> </dt> <dd> Advanced NLP tasks like tokenization, sentence boundary detection, negation, sentiment analysis, POS tagger, entitity recognition and more. </dd> </div> <div class=clearfix></div> <div class=col-md-4> <dt> <a href="https://winkjs.org/wink-nlp-utils/"> nlp utils </a> </dt> <dd> NLP Functions for amplifying negations, managing elisions, creating ngrams, stems, phonetic codes to tokens and more. </dd> <dt> <a href="https://winkjs.org/wink-tokenizer/"> tokenizer </a> </dt> <dd> Multilingual tokenizer that automatically tags each token with its type such as word, email, time or hashtag. </dd> <dt> <a href="https://winkjs.org/wink-sentiment/"> sentiment </a> </dt> <dd> Accurate and fast sentiment scoring of phrases with emoticons & emojis. </dd> <dt> <a href="https://winkjs.org/wink-pos-tagger/"> pos tagger </a> </dt> <dd> English Part-of-speech (POS) tagger. </dd> </div> <div class=col-md-4> <dt> <a href="https://github.com/winkjs/wink-porter2-stemmer#wink-porter2-stemmer"> porter2 stemmer </a> </dt> <dd> Javascript Implementation of Porter Stemmer Algorithm V2 by Dr Martin F Porter. </dd> <dt> <a href="https://winkjs.org/wink-lemmatizer/"> lemmatizer </a> </dt> <dd> English lemmatizer. </dd> <dt> <a href="https://github.com/winkjs/wink-jaro-distance#wink-jaro-distance"> jaro distance </a> </dt> <dd> An Implementation of Jaro Distance Algorithm by Matthew A. Jaro. </dd> </div> <div class=col-md-4> <dt> <a href="https://github.com/winkjs/wink-lexicon#wink-lexicon"> lexicon </a> </dt> <dd> English lexicon useful in NLP/NLU. </dd> <dt> <a href="https://winkjs.org/wink-ner/"> ner </a> </dt> <dd> Language agnostic named entity recognizer. </dd> <dt> <a href="https://github.com/winkjs/wink-bm25-text-search#wink-bm25-text-search"> bm25 text search </a> </dt> <dd> Fast Full Text Search based on BM25. </dd> </div> <h2 class=col-md-12 id=ml>Machine Learning</h2> <img src="/images/ml-bg.png" alt="" class=bg-img> <div class=clearfix></div> <div class=col-md-4> <dl> <dt> <a href="https://winkjs.org/wink-naive-bayes-text-classifier/"> naive bayes text classifier </a> </dt> <dd> Configurable Naive Bayes Classifier for text with cross-validation support. </dd> <dt> <a href="https://winkjs.org/wink-perceptron/"> perceptron </a> </dt> <dd> Multi-class averaged perceptron. </dd> </dl> </div> <div class=col-md-4> <dl> <dt> <a href="https://winkjs.org/wink-regression-tree/"> regression tree </a> </dt> <dd> Decision Tree to predict the value of a continuous target variable. </dd> </dl> </div> <div class=col-md-4> <dl> <dt> <a href="https://winkjs.org/wink-distance/"> distance </a> </dt> <dd> Distance/Similarity functions for Bag of Words, Strings, Vectors and more. </dd> </dl> </div> <h2 class=col-md-12 id=stats>Statistics</h2> <img src="/images/stats-bg.png" alt="" class=bg-img> <div class=col-md-4> <dt> <a href="https://winkjs.org/wink-statistics/"> statistics </a> </dt> <dd> Fast and Numerically Stable Statistical Analysis Utilities. </dd> </div> <div class=col-md-4> <dt> <a href="https://github.com/winkjs/wink-helpers#wink-helpers"> helpers </a> </dt> <dd> Helper functions for Javascript arrays and objects. </dd> </div> </nav> <br><br> </div> </div> <script async defer src="https://buttons.github.io/buttons.js"></script> <footer> <div class=container> <div class=row> <div class=col-md-6> <p> &copy; <a href="https://graype.in">graype systems</a> pvt. ltd. </p> </div> <div class="col-md-6 social-icons"> <ul> <li> <a href="https://twitter.com/winkjs_org/"> <img src="/images/twitter.svg" alt=twitter class=twitter> </a> </li> <li> <a href="https://github.com/winkjs"> <img src="/images/github.svg" alt=github class=github> </a> </li> <li> <a href="/packages.html"> <img src="/images/package.svg" alt=package class=package> </a> </li> </ul> </div> </div> </div> </footer> <script src="/javascripts/highlight.pack.js"></script> <script src="/javascripts/jquery.min.js"></script> <script src="/javascripts/bootstrap.min.js"></script> <script>hljs.initHighlightingOnLoad();</script> <script src="/javascripts/viz.js"></script> <script src="/javascripts/particles.min.js"></script> <script src="/javascripts/headroom.js"></script> <script>
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