This script performs change point analysis on time series data using the rupture detection approach. It includes functions for detecting sudden changes, computing statistics on the changes, and plotting the time series with highlighted change points. The analysis is conducted based on specified algorithms such as 'pelt' (Pruned Exact Linear Time) or 'dynamic' programming.
TimeSeries_ChangePoints_Identifier v.1.0.0 / Ugo Santosuosso; Lorella Bonaccorsi. - ELETTRONICO. - (2024).
TimeSeries_ChangePoints_Identifier v.1.0.0
Ugo SantosuossoSoftware
;Lorella BonaccorsiValidation
2024
Abstract
This script performs change point analysis on time series data using the rupture detection approach. It includes functions for detecting sudden changes, computing statistics on the changes, and plotting the time series with highlighted change points. The analysis is conducted based on specified algorithms such as 'pelt' (Pruned Exact Linear Time) or 'dynamic' programming.
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README.pdf
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TimeSeries_ChangePoints_Identifier-1.0.0.zip
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Descrizione: zipped python script
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