Crate gam 

Re-exports

pub use data::encode_recordswith_inferred_schema;

pub use data::load_csvwith_inferred_schema;

pub use data::load_csvwith_schema;

pub use inference::alo;

pub use inference::data;

pub use inference::diagnostics;

pub use inference::generative;

pub use inference::hmc;

pub use inference::predict;

pub use inference::probability;

pub use inference::quadrature;

pub use inference::sample;

pub use linalg::faer_ndarray;

pub use linalg::matrix;

pub use linalg::utils;

pub use resource::ByteLruCache;

pub use resource::DerivativeStorageMode;

pub use resource::MaterializationPolicy;

pub use resource::MatrixMaterializationError;

pub use resource::ProblemHints;

pub use resource::ResidentBytes;

pub use resource::ResourcePolicy;

pub use solver::estimate;

pub use solver::mixture_link;

pub use solver::pirls;

pub use solver::seeding;

pub use solver::visualizer;

pub use terms::basis;

pub use terms::construction;

pub use terms::hull;

pub use terms::layout;

pub use terms::smooth;

pub use terms::term_builder;

pub use families::bernoulli_marginal_slope;

pub use families::custom_family;

pub use families::gamlss;

pub use families::survival;

pub use families::survival_construction;

pub use families::survival_location_scale;

pub use families::survival_marginal_slope;

pub use families::survival_predict;

pub use families::transformation_normal;

pub use solver::protocol::LatentScoreSemantics;

pub use solver::protocol::MarginalSlopeCalibrationProtocol;

pub use solver::protocol::SurvivalMarginalSlopeProtocol;

Modules

families

inference

linalg

report

resource

solver

terms

types

Structs

BernoulliMarginalSlopeFitRequest

BinomialLocationScaleFitRequest

FitConfig

Non-formula configuration for model fitting. All fields have sensible defaults.

GaussianLocationScaleFitRequest

LatentBinaryFitRequest

LatentSurvivalFitRequest

LinkWiggleConfig

MaterializedModel

The result of materializing a formula + config against a dataset.

StandardBinomialWiggleConfig

StandardFitRequest

StandardFitResult

SurvivalLocationScaleFitRequest

SurvivalLocationScaleFitResult

SurvivalMarginalSlopeFitRequest

SurvivalTransformationFitRequest

SurvivalTransformationFitResult

TransformationNormalFitRequest

Enums

FitRequest

FitResult

Functions

fit_from_formula

Parse, materialize, and fit a model in one call.

fit_model

init_parallelism

Initialize faer’s global parallelism backend to a Rayon pool sized at rayon::current_num_threads(). Rayon’s pool itself honors the standard RAYON_NUM_THREADS environment variable on first use, so callers that need to constrain the worker count (e.g. the benchmark harnesses) set it once on the spawned subprocess and rayon picks it up natively.

is_binary_response

Detect whether a response column is binary (0/1 only).

materialize

Parse a formula, resolve it against a dataset, and produce a ready-to-fit FitRequest.

resolve_family

Resolve a family from an optional name, optional link choice, and response data.

resolve_offset_column

resolve_weight_column