gam_models::inference::model_payload_builders

Struct BernoulliMarginalSlopeInputs

pub struct BernoulliMarginalSlopeInputs<'a> {Show 18 fields
    pub formula: String,
    pub data_schema: DataSchema,
    pub logslope_formula: String,
    pub z_column: String,
    pub resolved_marginalspec: TermCollectionSpec,
    pub resolved_logslopespec: TermCollectionSpec,
    pub fit_result: UnifiedFitResult,
    pub p_marginal: usize,
    pub baseline_marginal: f64,
    pub baseline_logslope: f64,
    pub latent_z_normalization: SavedLatentZNormalization,
    pub latent_measure: LatentMeasureKind,
    pub latent_z_rank_int_calibration: Option<LatentZRankIntCalibration>,
    pub latent_z_conditional_calibration: Option<LatentZConditionalCalibration>,
    pub score_warp_runtime: Option<&'a DeviationRuntime>,
    pub link_dev_runtime: Option<&'a DeviationRuntime>,
    pub base_link: InverseLink,
    pub frailty: FrailtySpec,
}

Expand description

The resolved, source-agnostic semantic content of a Bernoulli marginal-slope saved model.

The CLI threads these in directly from its fit pipeline; the FFI produces them by freezing its term collections and reading the [FitConfig]. Either way, the assembler below turns them into the canonical payload.

Fields§

§formula: String§data_schema: DataSchema§logslope_formula: String§z_column: String§resolved_marginalspec: TermCollectionSpec§resolved_logslopespec: TermCollectionSpec§fit_result: UnifiedFitResult§p_marginal: usize

Number of raw marginal design columns p_m (= the term-collection marginal design’s ncols() BEFORE any #461 influence-absorber widening).

When the Stage-1 influence absorber is active (A2), the fitted marginal block carries the widened coefficient [β_m; γ] (length p_m + p₁) and the joint covariance is dimensioned over the widened block. The absorbed influence columns Z̃_infl are a TRAINING-only leakage absorber that does not exist at predict rows, so the persisted model must drop γ and the marginalized-out covariance sub-block to stay self-consistent against the raw p_m marginal design at predict. The assembler uses this to truncate the fit result once (shared CLI + FFI). With no absorber it equals the fitted block width and the truncation is a no-op.

§baseline_marginal: f64§baseline_logslope: f64§latent_z_normalization: SavedLatentZNormalization§latent_measure: LatentMeasureKind§latent_z_rank_int_calibration: Option<LatentZRankIntCalibration>§latent_z_conditional_calibration: Option<LatentZConditionalCalibration>§score_warp_runtime: Option<&'a DeviationRuntime>§link_dev_runtime: Option<&'a DeviationRuntime>§base_link: InverseLink§frailty: FrailtySpec

Auto Trait Implementations§

§

BernoulliMarginalSlopeInputs

Struct BernoulliMarginalSlopeInputs Copy item path

Fields§

Auto Trait Implementations§

impl<'a> !RefUnwindSafe for BernoulliMarginalSlopeInputs<'a>

impl<'a> !UnwindSafe for BernoulliMarginalSlopeInputs<'a>

impl<'a> Freeze for BernoulliMarginalSlopeInputs<'a>

impl<'a> Send for BernoulliMarginalSlopeInputs<'a>

impl<'a> Sync for BernoulliMarginalSlopeInputs<'a>

impl<'a> Unpin for BernoulliMarginalSlopeInputs<'a>

impl<'a> UnsafeUnpin for BernoulliMarginalSlopeInputs<'a>

Blanket Implementations§

impl<T> Any for Twhere T: 'static + ?Sized,

fn type_id(&self) -> TypeId

impl<T> Borrow<T> for Twhere T: ?Sized,

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for Twhere T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

impl<T> ByRef<T> for T

fn by_ref(&self) -> &T

impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DTwhere ST: ?Sized, DT: ?Sized,

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DTwhere ST: ?Sized, DT: ?Sized,

impl<T> DistributionExt for Twhere T: ?Sized,

fn rand<T>(&self, rng: &mut (impl Rng + ?Sized)) -> Twhere Self: Distribution<T>,

impl<T> From<T> for T

fn from(t: T) -> T

impl<T, U> Imply<T> for Uwhere T: ?Sized, U: ?Sized,

impl<T, U> Into<U> for Twhere U: From<T>,

fn into(self) -> U

impl<T> IntoEither for T

fn into_either(self, into_left: bool) -> Either<Self, Self>

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>where F: FnOnce(&Self) -> bool,

impl<T> Pointable for T

const ALIGN: usize

type Init = T

unsafe fn init(init: <T as Pointable>::Init) -> usize

unsafe fn deref<'a>(ptr: usize) -> &'a T

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

unsafe fn drop(ptr: usize)

impl<T> Read<Exclusive, BecauseExclusive> for Twhere T: ?Sized,

impl<T> Same for T

type Output = T

impl<SS, SP> SupersetOf<SS> for SPwhere SS: SubsetOf<SP>,

fn to_subset(&self) -> Option<SS>

fn is_in_subset(&self) -> bool

fn to_subset_unchecked(&self) -> SS

fn from_subset(element: &SS) -> SP

impl<T, U> TryFrom<U> for Twhere U: Into<T>,

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

impl<T, U> TryInto<U> for Twhere U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

impl<V, T> VZip<V> for Twhere V: MultiLane<T>,

fn vzip(self) -> V

Struct BernoulliMarginalSlopeInputs

impl<T> Any for T
where T: 'static + ?Sized,

impl<T> Borrow<T> for T
where T: ?Sized,

impl<T> BorrowMut<T> for T
where T: ?Sized,

impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

impl<T> DistributionExt for T
where T: ?Sized,

fn rand<T>(&self, rng: &mut (impl Rng + ?Sized)) -> T
where Self: Distribution<T>,

impl<T, U> Imply<T> for U
where T: ?Sized, U: ?Sized,

impl<T, U> Into<U> for T
where U: From<T>,

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

impl<T> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

impl<T, U> TryFrom<U> for T
where U: Into<T>,

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

impl<V, T> VZip<V> for T
where V: MultiLane<T>,