https://github.com/twisterghost/pants

A parallelized genetic anomaly detection algorithm written with NodeJS. Created for a university project.
https://github.com/twisterghost/pants

Last synced: 4 days ago
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A parallelized genetic anomaly detection algorithm written with NodeJS. Created for a university project.

• Host: GitHub
• URL: https://github.com/twisterghost/pants
• Owner: twisterghost
• Created: 2013-02-28T18:09:17.000Z (almost 12 years ago)
• Default Branch: master
• Last Pushed: 2014-10-11T14:33:49.000Z (over 10 years ago)
• Last Synced: 2024-11-11T11:53:16.788Z (2 months ago)
• Language: JavaScript
• Homepage:
• Size: 13.1 MB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
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.