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Change point detection for signals, in Python

Project description

Offline change point detection for Python.

__ruptures__ is a Python library for offline 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.

An extensive documentation is available

This version requires Python 3 or later.

This is a modified version of ruptures, the original is here:

This alternative version make matplotlib an optional dependency, for those with such needs.

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