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Add seasonality detection using periodograms, and Python/JS bindings #61

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merged 5 commits into from
Feb 15, 2024

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@sd2k sd2k commented Feb 14, 2024

This PR adds a new augurs-seasons crate which implements similar behaviour to the seasonal Python package, specifically detecting the season length of a time series using periodograms. The implementation differs slightly due to differences between the implementations of the underlying Welch method, so I'm not 100% confident in how well it will work, and I'm leaving this marked as 'alpha' in the README for now.

@sd2k sd2k force-pushed the seasonal-detection branch from f485605 to b35fe58 Compare February 14, 2024 16:09
@sd2k sd2k added the enhancement New feature or request label Feb 14, 2024
@sd2k sd2k force-pushed the seasonal-detection branch from 3279e9d to ad13458 Compare February 14, 2024 17:00
@sd2k sd2k force-pushed the seasonal-detection branch from ad13458 to 74791f0 Compare February 14, 2024 17:02
@sd2k sd2k force-pushed the seasonal-detection branch from 31d6dfb to 30d7ee0 Compare February 15, 2024 14:53
@sd2k sd2k merged commit 14ffaa6 into main Feb 15, 2024
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@sd2k sd2k deleted the seasonal-detection branch February 15, 2024 15:57
This was referenced Feb 12, 2024
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