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Add outlier filtering (based on NOAA processing change)#28

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brian-r-calder wants to merge 6 commits intomainfrom
dev-filtering
Open

Add outlier filtering (based on NOAA processing change)#28
brian-r-calder wants to merge 6 commits intomainfrom
dev-filtering

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This PR adds support for a filter object that runs an outlier rejection algorithm (based on the MICE algorithm as proposed by NOAA/HSTB here), and updates filters to provide parameter objects (as a dictionary) to allow them to be written into metadata records. The PR also includes some bug-fixes to the GeoJSON loader to give time columns in POSIX and datetime formats for consistency with other loader types.

This closes issue #10, at least to a first approximation.

@brian-r-calder brian-r-calder self-assigned this Mar 10, 2026
@brian-r-calder brian-r-calder added the enhancement New feature or request label Mar 10, 2026
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