natural - general natural language facilities for node

•    Javascript

---

"Natural" is a general natural language facility for nodejs. Tokenizing, stemming, classification, phonetics, tf-idf, WordNet, string similarity, and some inflections are currently supported.

natural language porter lancaster stemmer bayes classifier phonetic metaphone inflector wordnet tf-idf logistic regression doublemetaphone double jaro-winkler levenshtein distance tagger

bayes - Naive-Bayes Classifier for node.js

•    Javascript

---

bayes takes a document (piece of text), and tells you what category that document belongs to. Returns an instance of a Naive-Bayes Classifier.

naive bayes categorize classify classifier

talisman - A straightforward & modular NLP, machine learning & fuzzy matching library for JavaScript

•    Javascript

---

The library's full documentation can be found here. Be sure to lint & pass the unit tests before submitting your pull request.

natural-language-processing machine-learning fuzzy-matching clustering record-linkage bayes bloom-filter canberra caverphone chebyshev cologne cosine classifier daitch-mokotoff dice fingerprint fuzzy hamming k-means jaccard jaro lancaster levenshtein lig metaphone mra ngrams nlp nysiis perceptron phonetic porter punkt schinke sorensen soundex stats tfidf tokenizer tversky vectorizer winkler

Spell Corrector

•    DotNet

---

A spell corrector that uses Bayes algorithm and BK (Burkhard-Keller) tree.

bayes db4o spell-check

simple_bayes - A Naive Bayes machine learning implementation in Elixir.

•    Elixir

---

A Naive Bayes machine learning implementation in Elixir. In machine learning, naive Bayes classifiers are a family of simple probabilistic classifiers based on applying Bayes' theorem with strong (naive) independence assumptions between the features.

naive-bayes-classifier bayes machine-learning classifier

naivebayes - Naive Bayes Classifier for node.js

•    Javascript

---

Naive Bayes Classifier for node.js.

bayes naive-bayes-classifier naive-bayes naive-bayes-algorithm naivebayes naive machine-learning machine-learning-algorithms classifier node-ml nodejs javascript-library naive-bayes-classification

apparatus

•    Javascript

---

A collection of low-level machine learning algorithms for node.js.This project is quite new and documentation will be on the way shortly. In the meantime you can check out the spec folder for examples of how to use the algorithms.

machine learning ml classifier clustering bayes k-means logistic regression

stemmer - An English (Porter2) stemming implementation in Elixir.

•    Elixir

---

An English (Porter2) stemming implementation in Elixir. The Stemmer.stem/1 function supports stemming a single word (String), a sentence (String) or a list of single words (List of Strings).

stemmer porter bayes

bayesian-bandit.js - Bayesian bandit implementation for Node and the browser.

•    Javascript

---

This is an adaptation of the Bayesian Bandit code from Probabilistic Programming and Bayesian Methods for Hackers, specifically d3bandits.js. The code has been rewritten to be more idiomatic and also usable as a browser script or npm package. Additionally, unit tests are included.

machine learning bayes bayesian inference multi-armed n-armed armed bandit reinforcement statistics

Lumenize - Illuminating the forest AND the trees in your data

•    Javascript

---

Copyright (c) 2009-2013, Lawrence S. Maccherone, Jr. Illuminating the forest AND the trees in your data.

charting chart infographics software-engineering date time olap business-intelligence bi statistics bayes bayesian bayesian-classifier histogram

classify.js - Naieve Bayesian Classifier in pure javascript.

•    Javascript

---

Naieve Bayesian Classifier in pure javascript. Classify.js is a Naieve Bayesian classifier for javascript applications. After training it will examples, it can classify new inputs into the groups you defined in the training set.

bayes classifier learning matrix

node-ml - A Collection of Machine Learning algorithms built for use with NodeJS

•    Javascript

---

( Development is current suspended ). Models are acted upon by the perceive or predict functions. These functions currently do the same thing, the wording is indicative of the nature of the result, and the action the model has taken on the data.

machine learning ml classifier clustering bayes k-means logistic regression perceptron neural net

Bayes - Naive Bayes Classifier in Swift for Mac and iOS

•    Swift

---

Bayes is a Naive Bayes Classifier for iOS and Mac platforms. Bayes is implemented in Swift and takes advantage of generics to enable any Hashable, Equatable type of your choosing or creation for use as category or feature.

bayes naive-bayes-classifier

node-bayes - :chart_with_upwards_trend: Naive Bayes classifier for Node

•    Javascript

---

node-bayes is a Naive Bayes classifier for Node.js. Built-in support for numeric attributes and Laplace smoothing. node-bayes © 2016+, Yos Riady. Released under the MIT License. Authored and maintained by Yos Riady with help from contributors (list).

machine learning node bayes

bayes_user_input_prediction - Demonstration of using Naive Bayes to predict user inputs with Kotlin 1

•    Kotlin

---

This is a simple Kotlin application that leverages Naive Bayes to categorize bank transactions. NOTE: Kotlin-Statistics now has this feature in an easy-to-use API.

bayes-classifier kotlin data-science bayes

bayes-classifier - Naive Bayes Classifier in JavaScript

•    Javascript

---

This is a Naive Bayes classifier implementation written in JavaScript. I took out the relevant algorithms from the appratus and natural modules, and also the Porter stemmer algorithm. All credit goes to them.

naive bayes classifier

BayesianTools - General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics

•    R

---

New developments will be done in extra branches and will be tested before merging in the developtment branch, so the developmet version should usually be usable (consider it in a beta stage), while feature branches should be considered alpha. Windows users: the package contains c++ code, so if you compile yourself, you need RTools installed.

cran mcmc smc bayes ecological-models systems-biology optimization

percipio - Easy Data science (Machine learning) in JavaScript & Node (Multi-armed bandits, Naive Bayes)

•    Javascript

---

Percipio is a simple minimalistic JavaScript library for understanding & making decisions with data.

machine learning cross validation data science predictive analytics statistics stats math mathematics classification neighbours online bayes bandit naive

IncrementalInference.jl - Incremental non-parametric (and parametric) solution to factor graphs

•    Julia

---

Optimization routines for incremental non-parametric and parametric solutions based on factor graphs and the Bayes (Junction) tree implemented in the Julia language (and JuliaPro). This package furthermore forms a cardinal piece of the Caesar.jl robotics toolkit, including 3D visualization and database interaction, which can serve as a base station for a robotic platform. A standalone Robot Motion Estimate package is also available.

factor-graphs bayes bayes-tree inference slam robotics optimization sum-product belief-propagation isam nonparametric parametric multi-modal julia-language state-estimation multi-hypothesis caesar algorithm bayes-network

nbayes - A Naive Bayes classifier written in JavaScript.

•    Javascript

---

nbayes is a lightweight Naive Bayes Classifier written in vanilla JavaScript. It classifies a document (arbitrary piece of text) among the classes (arbitrarily named categories) it has been trained with before. This is all based on simple mathematics. As an example, you could use nbayes to answer the following questions. nbayes offers a simple and straightforward API, keeping it below 3kb (minified). It is a rewrite of ttezel/bayes and thoroughly tested.

bayes natural-language-processing nlp naive classifier classify categorizer categorize nlu