Project details for rupture, change point detection in Python

Logo rupture, change point detection in Python 1.0

by truongx - January 3, 2018, 09:51:55 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ]

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ruptures is a Python library for off-line change point detection. This package provides methods for the analysis and segmentation of non-stationary signals. Implemented algorithms include exact and approximate detection for various parametric and non-parametric models. ruptures focuses on ease of use by providing a well-documented and consistent interface. In addition, thanks to its modular structure, different algorithms and models can be connected and extended within this package.

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BibTeX Entry: Download
Corresponding Paper BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Agnostic
Data Formats: Agnostic, Numpy, Python
Tags: Kernel Methods, Change Point Detection, Signal Segmentation, Time Series
Archive: download here


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