twisterghost / PANTS

A parallelized genetic anomaly detection algorithm written with NodeJS. Created for a university project.

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PANTS

Parallel Anomaly geNetic Tracking System

What does this do?

PANTS is a machine learning system that can help to detect genetic anomolies. After being trained with healthy genetic information, it can read test data and help to predict when a patient's information is significantly different from a healthy patient.

Requirements

PANTS requires an installation of Node.js on the host machine of version 0.8.0 or above. NPM (installs with Node.js) must be installed as well.

Usage

node pants [options]

Options:

--train The location of the training data.

--test The location of the testing data.

-k The number of neighbors to consider.

-l Run linearly.

--threads The number of threads to use.

About

A parallelized genetic anomaly detection algorithm written with NodeJS. Created for a university project.


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