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rupture, change point detection in Python 1.0

by truongx - January 3, 2018, 09:51:55 CET [ ] 8249 views, 1483 downloads, 0 subscriptions

About: 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.

Changes:

Initial Announcement on mloss.org.

Authors: Charles Truong, Laurent Oudre, Nicolas Vayatis
License: Bsd
Programming Language: Python

Operating System: Agnostic
Data Formats: Agnostic, Numpy, Python
Tags: Kernel Methods, Change Point Detection, Signal Segmentation, Time Series

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rupture, change point detection in Python 1.0