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wink-nlp

Natural Language Processing


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wink-nlp

✨ Natural Language Processing

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Wink NLP is an advance NLP package with zero external dependecies. It supports a variety of NLP tasks such as tokenization, sentence boundary detection, negation handling, sentiment analysis, part-of-speech tagging, named entity extraction and more with ease.

We deliver developer friendly API along with a balance of performance and accuracy to the entire spectrum of users. In addition, we are working towards building a number of pre-trained models for different languages and domains.

It packs a rich feature set into a small foot print codebase of under 100 kilobytes and model sizes starting under 1 megabyte:

  1. Lossless tokenizer
  2. Built-in API to aid text visualization
  3. Pre-trained models with word vectors
  4. Easy information exrtaction from raw text
  5. Extensive text pre-processing features
  6. Simple token to Unique Id mapping

Installation

Use npm install:

npm install wink-nlp --save

You will also need the English lite model, to install that use:

npm install https://github.com/winkjs/wink-eng-lite-model/releases/download/0.1.0/wink-eng-lite-model-0.1.0.tgz --save

About wink

Wink is a family of open source packages for Statistical Analysis, Natural Language Processing and Machine Learning in NodeJS. The code is thoroughly documented for easy human comprehension and has a test coverage of ~100% for reliability to build production grade solutions.

wink-nlp is copyright 2017-20 GRAYPE Systems Private Limited.

It is licensed under the terms of the MIT License.

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Package last updated on 24 Jun 2020

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