wink

English lite language model for Web Browsers

Developer friendly Natural Language Processing ✨

Fast Full Text Search based on BM25

NLP Functions for amplifying negations, managing elisions, creating ngrams, stems, phonetic codes to tokens and more.

🕵️‍♀️ Showcase of the wink-bm25-text-search package

Composable Streaming Intelligence

English Part-of-speech (POS) tagger

English lemmatizer

Multilingual tokenizer that automatically tags each token with its type

Accurate and fast sentiment scoring of phrases with #hashtags, emoticons :) & emojis 🎉

Fast & numerically stable statistical analysis

Naive Bayes Text Classifier

Language agnostic named entity recognizer

Distance/Similarity functions for Bag of Words, Strings, Vectors and more.

Decision Tree to predict the value of a continuous target variable

Javascript Implementation of Porter Stemmer Algorithm V2 by Dr Martin F Porter

English lexicon useful in NLP/NLU

Multi-class classifier

English lite language model for wink-nlp.

An Implementation of Jaro Distance Algorithm by Matthew A. Jaro

🧙🏽‍♂️ Visualize wink-nlp's features

Functions for cross validation, shuffle, cartesian product and more

100-dimensional English word embeddings for wink-nlp

English language writing assistant

🎭 Showcase for the wink-sentiment package

📆 Timeline view of Wikipedia articles

WinkJS README for organization profile

New winkjs.org website, made using middleman

👾 Demo of a serverless wink-pos-tagger

#️⃣ Sentiment analysis for hashtags on Twitter