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[WIP] Add Online GPR - #1471

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oerc0122 wants to merge 4 commits into
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ogpr
Open

[WIP] Add Online GPR#1471
oerc0122 wants to merge 4 commits into
masterfrom
ogpr

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Description of work
Add an online GPR mechanism to MDMC through goppy.

This has time-complexity of O(n . max(n, N)^2) where n is the number of datapoints added and N is the total number of data points. This is in contrast to standard GPR which is O( (n+N)^3)

WIP: Opening PR for comments on design/style and for testing in anger.

Fixes
Add OGPR optimiser.

To test
Needs further tests of actual online capability, passing rudimentary tests designed for standard GPR, but concerned about generality.

@oerc0122 oerc0122 added the enhancement New feature or request label Sep 16, 2024
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oerc0122 requested a review from franzlang September 16, 2024 15:00
@oerc0122 oerc0122 self-assigned this Sep 16, 2024
@oerc0122
oerc0122 force-pushed the ogpr branch 4 times, most recently from d8eaf9f to 38205b7 Compare September 17, 2024 12:59
oerc0122 and others added 3 commits November 21, 2024 14:31
Fixes incorrect function calls and bumps goppy version
@franzlang franzlang added this to the Release milestone Jun 3, 2025
@franzlang franzlang added the P4 IMPORTANT: The typical top priority, describes what should be worked on next in most cases. label Oct 2, 2025
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enhancement New feature or request P4 IMPORTANT: The typical top priority, describes what should be worked on next in most cases.

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3 participants