r4chn4

wink-porter2-stemmer

Implementation of Porter Stemmer Algorithm V2 by Dr Martin F Porter

wink-nlp-utils

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

wink-helpers

Functions for cross validation, shuffle, cartesian product and more

wink-naive-bayes-text-classifier

Naive Bayes Text Classifier

wink-bm25-text-search

Configurable BM25 Text Search Engine with simple semantic search support

wink-jaro-distance

An Implementation of Jaro Distance Algorithm by Matthew A. Jaro

wink-statistics

Fast and Numerically Stable Statistical Analysis Utilities

wink-regression-tree

Decision Tree to predict the value of a continuous target variable

wink-distance

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

wink-sentiment

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

wink-tokenizer

Multilingual tokenizer that automatically tags each token with its type

wink-pos-tagger

English Part-of-speech (POS) tagger

wink-lexicon

English lexicon useful in NLP/NLU

wink-lemmatizer

English lemmatizer

wink-ner

Language agnostic named entity recognizer

wink-perceptron

Multi-class averaged perceptron