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Add a Low-Rank Update type. #127

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merged 1 commit into from
Jan 17, 2023

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This PR adds an implementation of Low Rank Updates. In this setting, the parts of the low rank update are inferred from the difference between the previous and current parameter using SVD.

This includes tests that verify that rank inference based on the singular values and also that the application of update results in a numpy allclose result.

Closes #108

@blester125 blester125 force-pushed the feat/low-rank-updates branch 2 times, most recently from 468a973 to 0f784a6 Compare January 17, 2023 22:30
This PR adds an implementation of Low Rank Updates. In this setting, the
parts of the low rank update are inferred from the difference between
the previous and current parameter using SVD.

This includes tests that verify that rank inference based on the
singular values and also that the application of update results in a
numpy allclose result.
@blester125 blester125 merged commit 0eb79c7 into r-three:main Jan 17, 2023
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Add a low rank update type
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