wink-nlp
✨ Natural Language Processing
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:
- Lossless tokenizer
- Built-in API to aid text visualization
- Pre-trained models with word vectors
- Easy information exrtaction from raw text
- Extensive text pre-processing features
- 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.
Copyright & License
wink-nlp is copyright 2017-20 GRAYPE Systems Private Limited.
It is licensed under the terms of the MIT License.