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Optimized change point analysis with new batch-wise approach

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@MartinHessler MartinHessler released this 20 May 15:11
· 132 commits to main since this release

Main enhancement:

  • Add a batch-wise implementation of the change point analysis algorithm to avoid memory errors in the case of a high amount of data and possible change point configurations.

Bug fixes:

  • Fix an index error in the change point probability normalization via a Riemann sum of rectangles.