[Python] Unsupervised Time Series Segmentation Without Predefined Number of Segments

I'm working with time series data where I need to identify distinct segments without prior knowledge of how many segments exist. The data looks like:

I've tried the clasp and ruptures packages, but they require # of change points as an input. In this example, I would expect 3 segments. Please advise, thank you!



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