8000 Release v1.5.6 · fabsig/GPBoost · GitHub
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v1.5.6

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@fabsig fabsig released this 19 Feb 09:15
· 54 commits to master since this release
  • faster prediction with single-level grouped random effects
  • shape parameter of Matern covariance can be estimated (cov_function = ‘matern_estimate_shape’, ‘matern_ard_estimate_shape’)
  • [R-package] make hyperparameter tuning functions more stable
  • use median distance instead of mean distance to initialize range parameters of GPs
  • change default initial values for range parameters of binary and categorical features for ARD covariance functions
  • change response variable prediction for 't' likelihood to avoid crashes in parameter tuning: simply add the squared 'scale' parameter to the variances of the latent predictions
  • make predictions with Vecchia approximations numerically more stable for non-Gaussian likelihoods
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