Fix LogitLink.mu numerical instability (#534)#537
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hritikkumarpradhan wants to merge 5 commits intodswah:mainfrom
Open
Fix LogitLink.mu numerical instability (#534)#537hritikkumarpradhan wants to merge 5 commits intodswah:mainfrom
hritikkumarpradhan wants to merge 5 commits intodswah:mainfrom
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added 5 commits
March 16, 2026 22:41
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Fixes #534. Replaced naive np.exp logic with scipy.special.expit to prevent NaN predictions for large linear predictors. Added soft-clipping to LogitLink.gradient to prevent division by zero. Added test coverage for numerical stability.