# The 'offlineChange' R package
Detect Multiple Change Points from Time Series

## Getting Started

First install the devtools package

install.packages("devtools")

library("devtools")

Then install this package

install_github('JieGroup/offlineChange')

## Using This Package

To see the available function to use, type 

ls("package:offlineChange")

A quick guide of package can be found [here](https://github.com/JieGroup/offlineChange/blob/master/vignettes/user-guide.pdf) 

## Reference Papers

Ding, J., Xiang, Y., Shen, L., & Tarokh, V. (2017). Multiple change point analysis: Fast implementation and strong consistency. IEEE Transactions on Signal Processing, 65(17), 4495-4510. [link](http://jding.org/jie-uploads/2018/11/cp.pdf) 

J. Ding, "Multi-window method for unsupervised learning," preprint, 2019.

## Acknowledgment

This research is funded by the Defense Advanced Research Projects Agency (DARPA) under grant number HR00111890040.
