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MMPP

R-implementation of a Markov-Modulated Poisson Process for unsupervised event detection.

Install / Use

/learn @giantoak/MMPP
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

<h3>Description</h3> This is an R-implementation of Markov Modulated Poisson Process for unsupervised event detection in time series of counts data. For a detailed description of the algorithm and user guide go <a href="http://giantoak.github.io/MMPP_Tutorial">here</a>.

There is also a Julia version available <a href="http://github.com/giantoak/mmpp_julia">here</a>

<h3>Requirements</h3> This requires the base installation of R and the following library: <ul> <li>expm </ul> <h3>Installation</h3> If R is installed, there are two options:

From the commmand line run: git clone https //github.com/giantoak/MMPP

Alternatively, you can download the file MMPP.R directly from this webpage.

The source code is now available to be run via R.

<h3>User guide</h3> Please see the associated tutorial <a href="http://giantoak.github.io/MMPP_Tutorial">here</a>.
View on GitHub
GitHub Stars15
CategoryDevelopment
Updated9mo ago
Forks8

Languages

R

Security Score

67/100

Audited on Jun 27, 2025

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