{"repo":"deepcharles/ruptures","free":true,"listed":false,"github":"https://github.com/deepcharles/ruptures","clone":"git clone https://github.com/deepcharles/ruptures.git","description":"ruptures: change point detection in Python","language":"Python","stars":2070,"topics":["signal-processing","changepoint","python","scientific-computing","science","change-point-detection"],"license":"BSD-2-Clause","category":"dev-tools","readme_excerpt":"Welcome to ruptures 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. How to cite. If you use ruptures in a scientific publication, we would appreciate citations to the following paper: - C. Truong, L. Oudre, N. Vayatis. Selective review of offline change point detection methods. Signal Processing , 167:107299, 2020. [[journal]](https://doi.org/10.1016/j.sigpro.2019.107299) [[pdf]](http://www.laurentoudre.fr/publis/TOG-SP-19.pdf) Latest news - Welcome to our new PhD student, Nicolas Cecchi! He will integrate new algorithms in ruptures and create tutorials and illustrative examples. - NASA uses ruptures ! They monitor crops in California and Iran. We submitted an article, let's hope for the best!! - Jalilvand, E., Kumar, S.V., Haacker, E., Truong, C., Mahanama, S., 2024, Characterizing spatiotemporal variability in irrigation extent and timing through thermal remote sensing, submitted to Remote Sensing of Environment. - We have been contacted by CHELSEA FC to monitor players using ruptures . Stay tuned... - We use ruptures to understand the regula","default_branch":null,"files":null,"tree":[],"storefront":"/r/deepcharles","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/deepcharles/ruptures/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}