pigeon

A collection of classification algorithms in Clojure

Installation

Add this line to your project.clj

:dependencies [[pigeon "0.0.1"]]

Usage

Pigeon will accept a series of archetypes as java.util.Collections to be matched against, and then respond with the closest match given an unidentified input collection.

To instantiate the classifier, simply:

(def pigeon (pigeon.Classifier.))

To add archetypes to the classifier, provide an id and an archetype to the .add method:

(.add pigeon "up" [(processing.core.PVector. 1 1 1) (processing.core.PVector. 2 2 2) (processing.core.PVector. 3 3 3)])
(.add pigeon "down" [(processing.core.PVector. 3 3 3) (processing.core.PVector. 2 2 2) (processing.core.PVector. 1 1 1)])

Then, to match against an unidentified collection, call .match with it. It will return with the id of the closest archetype:

(.match pigeon [(processing.core.PVector. 1 1 0) (processing.core.PVector. 1 2 1) (processing.core.PVector. 3 2 1)])
---> "up"

License

Copyright © 2014 Ryan Spangler

Distributed under the Eclipse Public License either version 1.0 or (at your option) any later version.