recommend

node-recommend

A Node.js module to implement a recommender engine with popular machine-learning algorithms.

Features

• Inspired by the Programming Collective Intelligence book.
• Getting similiarity with Euclidean distance and Pearson score.
• User and Item by Collarborative Filters.

Installation

Via npm:

$ npm install recommend

As a submodule of your project (you will also need to install)

$ git submodule add http://github.com/xissy/node-recommend.git recommend
$ git submodule update --init

Usage

Load in the module

var recommed = require('recommend');

Watch test sample source code

Changelog

0.0.2:

• Some getting similarity and collarborative filter functions.

Roadmap

• Implement functions in the Programming Collective Intelligence book.
• Implement algorithms in Apache Mahout open-source project.