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DualVariationalGaussiancan leave the PD cone / NaN under plainfit()despitedual_elbodocstring calling it validbugSomething isn't workingSomething isn't workingdocumentationImprovements or additions to documentationImprovements or additions to documentationStatus: Open.#751 In thomaspinder/GPJax;Spec: didactic marimo notebook recreating arXiv:2608.04664 (soft-noncrossing Bayesian panel QR) with GPJax v1.0 + NumPyro
bugSomething isn't workingSomething isn't workingdocumentationImprovements or additions to documentationImprovements or additions to documentationperformancePerformancePerformanceready-for-agentSpec triaged; ready for an agent to implementSpec triaged; ready for an agent to implementStatus: Open.#746 In thomaspinder/GPJax;NaturalVariationalGaussian.prior_kldiscards the triangular root it already computesbugSomething isn't workingSomething isn't workingperformancePerformancePerformancev1.0-resolvedNo longer relevant: resolved or made obsolete by the v1.0 conditioning refactorNo longer relevant: resolved or made obsolete by the v1.0 conditioning refactorStatus: Open.#710 In thomaspinder/GPJax;GaussianDistribution.kl_divergenceraises forBlockDiagandKroneckercovariancesbugSomething isn't workingSomething isn't workingStatus: Open.#709 In thomaspinder/GPJax;dev: Adopt the abstract/final pattern from Equinox
bugSomething isn't workingSomething isn't workingdocumentationImprovements or additions to documentationImprovements or additions to documentationenhancementNew feature or requestNew feature or requestStatus: Open.#695 In thomaspinder/GPJax;Merge
_newton_girardand_newton_girard_matrices(OAK/Sobol)bugSomething isn't workingSomething isn't workingdocumentationImprovements or additions to documentationImprovements or additions to documentationrefactoringRefactoringRefactoringStatus: Open.#683 In thomaspinder/GPJax;OILMM
predictdefaults to a dense O(M N² P²) covariancebugSomething isn't workingSomething isn't workingenhancementNew feature or requestNew feature or requestperformancePerformancePerformanceStatus: Open.#682 In thomaspinder/GPJax;Delete the dead
_gramcomputation method (RFF computes features twice)bugSomething isn't workingSomething isn't workingperformancePerformancePerformancerefactoringRefactoringRefactoringStatus: Open.#679 In thomaspinder/GPJax;Extract the duplicated sparse-predict projection block in variational families
bugSomething isn't workingSomething isn't workingrefactoringRefactoringRefactoringv1.0-resolvedNo longer relevant: resolved or made obsolete by the v1.0 conditioning refactorNo longer relevant: resolved or made obsolete by the v1.0 conditioning refactorStatus: Open.#678 In thomaspinder/GPJax;Add a Student-t likelihood for robust regression
bugSomething isn't workingSomething isn't workingenhancementNew feature or requestNew feature or requestperformancePerformancePerformancev1.0-resolvedNo longer relevant: resolved or made obsolete by the v1.0 conditioning refactorNo longer relevant: resolved or made obsolete by the v1.0 conditioning refactorStatus: Open.#671 In thomaspinder/GPJax;Support quasi-periodic (Periodic × Matérn) product kernels in the state-space SDE registry
bugSomething isn't workingSomething isn't workingdocumentationImprovements or additions to documentationImprovements or additions to documentationenhancementNew feature or requestNew feature or requestv1.0-resolvedNo longer relevant: resolved or made obsolete by the v1.0 conditioning refactorNo longer relevant: resolved or made obsolete by the v1.0 conditioning refactorStatus: Open.#669 In thomaspinder/GPJax;State-space RTS smoother is covariance-form despite 'square-root' docstring
bugSomething isn't workingSomething isn't workingdocumentationImprovements or additions to documentationImprovements or additions to documentationenhancementNew feature or requestNew feature or requestStatus: Open.#668 In thomaspinder/GPJax;