gam 0.2.3

Generalized penalized likelihood engine
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pub(crate) mod active_set;
pub mod arrow_schur;
pub mod arrow_schur_convergence_check;
pub mod estimate;
pub mod evidence;
pub mod gaussian_reml;
pub mod gpu;
pub mod identifiability_audit;
pub(crate) mod latent_cache;
pub mod latent_inner;
pub mod mixture_link;
pub mod outer_strategy;
pub(crate) mod persistent_warm_start;
pub mod pirls;
pub mod protocol;
pub mod reml_compare;
pub mod riemannian;
pub mod riemannian_retraction;
pub mod seeding;
pub mod sindy;
pub(crate) mod startup_stats;
pub mod topology_formula;
pub mod topology_selector;
pub mod visualizer;
pub(crate) mod workflow;

pub use evidence::{
    EvidenceHvpLogDet, EvidenceIftGradientTerms, EvidenceLogDetSource, SelectedTopology,
    TopologyCandidate, TopologyKind, TopologyScoreScale, TopologySelectOptions, evidence_grad_rho,
    evidence_hessian_log_det, evidence_ift_gradient_correction, hessian_log_det_from_hvp,
    laplace_evidence, select_topology,
};
pub use topology_selector::{
    AutoTopologyKind, TopologyAutoFitEvidence, TopologyAutoRankedFit, TopologyAutoSelector,
    TopologyAutoSelectorResult, select_topology_with_fit, tk_normalized_score,
};

/// Public re-export of the log-barrier configuration used by the REML/LAML
/// evaluators for monotonicity-constrained coefficients. Exposed so callers
/// (and integration tests) can construct and probe barrier objectives without
/// reaching through the private `estimate::reml::unified` path.
pub use estimate::reml::unified::BarrierConfig;