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[ENH]: Sliding window: Use previous params as guesses for next fit #277

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voytek opened this issue Jul 5, 2023 · 0 comments
Open

[ENH]: Sliding window: Use previous params as guesses for next fit #277

voytek opened this issue Jul 5, 2023 · 0 comments
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>2.0 Idea for beyond specparam 2.0.

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@voytek
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voytek commented Jul 5, 2023

A lot of the parameterization time is spent on building up the initial guesses for curve fitting. When performing sliding window parameterization, we can potentially speed things up quite a bit by taking advantage of the strong temporal correlations in our data by using the fitted parameters from time-step (t-1) as the guess parameters for the current time window (t).

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Labels
>2.0 Idea for beyond specparam 2.0.
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