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brain-score / vision Public

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Implement dual ridge regression for memory optimization#2364

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KartikP wants to merge 5 commits into

masterbrain-score/vision:masterfrom

kp/dual-ridgebrain-score/vision:kp/dual-ridgeCopy head branch name to clipboard

Conversation Commits5 (5)Checks Files changed

Open

Implement dual ridge regression for memory optimization#2364
KartikP wants to merge 5 commits into
masterfrom
kp/dual-ridge

Commits

Commits on May 6, 2026

Implement dual ridge regression for memory optimization. Use only when n_samples < n_features. Scores identical. Memory magnitude lower. Runs faster.
KartikP
committed
Dual LOO for alpha selection
KartikP
committed
Store any kernel operation in float32
KartikP
committed
Add condition for when n_features > n_samples after fit for prediction. Used to minimize memory utilization
KartikP
committed
Make dual ridge opt-in; only Allen2022 uses it
KartikP
committed

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