wink
winkjs
Natural Language Processing (NLP), Stats & ML
Languages
Top Repositories
Developer friendly Natural Language Processing ✨
NLP Functions for amplifying negations, managing elisions, creating ngrams, stems, phonetic codes to tokens and more.
Fast Full Text Search based on BM25
English Part-of-speech (POS) tagger
English lemmatizer
Multilingual tokenizer that automatically tags each token with its type
Repositories
34English 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