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changepoint - Methods for Changepoint Detection
Implements various mainstream and specialised changepoint methods for finding single and multiple changepoints within data. Many popular non-parametric and frequentist methods are included. The cpt.mean(), cpt.var(), cpt.meanvar() functions should be your first point of call.
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changepointsegmentation
11.03 score 140 stars 45 dependents 1.0k scripts 14k downloadsEnvCpt - Detection of Structural Changes in Climate and Environment Time Series
Tools for automatic model selection and diagnostics for Climate and Environmental data. In particular the envcpt() function does automatic model selection between a variety of trend, changepoint and autocorrelation models. The envcpt() function should be your first port of call.
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3.81 score 6 stars 54 scripts 294 downloads