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PERF: speed up the calculation of sensor-space variance#68

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ctrltz merged 5 commits intomasterfrom
ctrltz/sensor-space-variance
Feb 6, 2025
Merged

PERF: speed up the calculation of sensor-space variance#68
ctrltz merged 5 commits intomasterfrom
ctrltz/sensor-space-variance

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@ctrltz ctrltz commented Feb 5, 2025

Calculation of sensor-space variance through the source covariance matrix is fast for small simulations but gets progressively slower as the number of active vertices increases (more noise sources, bigger patches, etc.). Therefore, it might be easier to project the data to sensor-space and calculate the variance explicitly, which is implemented in this PR. Closes #35.

@ctrltz ctrltz requested a review from astudenova February 5, 2025 17:51
@ctrltz ctrltz merged commit 4603313 into master Feb 6, 2025
@ctrltz ctrltz deleted the ctrltz/sensor-space-variance branch February 6, 2025 10:59
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Adjustment of SNR takes unreasonably long

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