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A variety of logarithmic integrators, method for empty cache, analytic jacobians for UV and IR parameter - #3

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JonasTurnwald:mainfrom

Commits on May 26, 2026
- new integrators, logscaled and Gauss-legendre. Minor bugfux in kernely.py regarding the cache, added analytic parrameter gradients for kernels with asymptotics
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  8ad6747
Commits on Jun 2, 2026
- jacobian of log-trafo into internal weights
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  d644bdb
Commits on Aug 13, 2026
- predict/predict_data: clip variance before sqrt to avoid NaN
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  27972c2
- softtheta: fix sign<0 branch overflowing to nan for x << mu0
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  cea4932
Commits on Aug 19, 2026
- UVtail: apply the analytic tail correction to cross-covariance blocks
  
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  95aa10b
Commits on Sep 18, 2026
- Add analytic gradients and derivatives to Matern32/Matern52
  
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  b1c8fd2
Commits on Sep 22, 2026
- AsymptoticKernel: selectable blend ('logistic' | 'hill'), Hill rising weights
  
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- AsymptoticKernel hill mode: slope-matched falling width l*mu
  
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  11b85bb