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FitRequestConfigDocument

gam_config

Struct FitRequestConfigDocument 

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pub struct FitRequestConfigDocument {
Show 44 fields
    pub adaptive_regularization: Option<bool>,
    pub baseline_makeham: Option<f64>,
    pub baseline_rate: Option<f64>,
    pub baseline_scale: Option<f64>,
    pub baseline_shape: Option<f64>,
    pub baseline_target: Option<String>,
    pub ctn_stage1: Option<CtnStage1Document>,
    pub expectile_tau: Option<f64>,
    pub family: Option<String>,
    pub firth: Option<bool>,
    pub flexible_link: Option<bool>,
    pub frailty_kind: Option<String>,
    pub frailty_sd: Option<f64>,
    pub gpu: Option<String>,
    pub group_metadata: Option<BTreeMap<String, Value>>,
    pub hazard_loading: Option<String>,
    pub latent_coordinates: Option<LatentCoordinatesDocument>,
    pub link: Option<String>,
    pub logslope_formula: Option<String>,
    pub negative_binomial_theta: Option<f64>,
    pub noise_formula: Option<String>,
    pub noise_offset: Option<String>,
    pub offset: Option<String>,
    pub outer_max_iter: Option<usize>,
    pub analytic_penalties: Option<AnalyticPenaltiesDocument>,
    pub pilot_subsample_threshold: Option<usize>,
    pub precision_hyperpriors: Option<BTreeMap<String, PrecisionHyperpriorDocument>>,
    pub ridge_lambda: Option<f64>,
    pub scale_dimensions: Option<bool>,
    pub sigma_time_degree: Option<usize>,
    pub sigma_time_k: Option<usize>,
    pub smooth_descriptors: Option<SmoothDescriptorsDocument>,
    pub survival_distribution: Option<String>,
    pub survival_likelihood: Option<String>,
    pub threshold_time_degree: Option<usize>,
    pub threshold_time_k: Option<usize>,
    pub time_basis: Option<String>,
    pub time_degree: Option<usize>,
    pub time_num_internal_knots: Option<usize>,
    pub time_smooth_lambda: Option<f64>,
    pub training_table_kind: Option<String>,
    pub transformation_normal: Option<bool>,
    pub weights: Option<String>,
    pub z_column: Option<String>,

}
Expand description

Serializable model configuration shared by Rust, Python, and the CLI.

Optional fields mean “use the core gam_models::fit_orchestration::FitConfig default”. The document deliberately has one spelling for each concept; the parser does not carry aliases or legacy wire formats.

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§adaptive_regularization: Option<bool>§baseline_makeham: Option<f64>§baseline_rate: Option<f64>§baseline_scale: Option<f64>§baseline_shape: Option<f64>§baseline_target: Option<String>§ctn_stage1: Option<CtnStage1Document>§expectile_tau: Option<f64>§family: Option<String>§firth: Option<bool>§flexible_link: Option<bool>§frailty_kind: Option<String>§frailty_sd: Option<f64>§gpu: Option<String>§group_metadata: Option<BTreeMap<String, Value>>§hazard_loading: Option<String>§latent_coordinates: Option<LatentCoordinatesDocument>§link: Option<String>§logslope_formula: Option<String>§negative_binomial_theta: Option<f64>§noise_formula: Option<String>§noise_offset: Option<String>§offset: Option<String>§outer_max_iter: Option<usize>§analytic_penalties: Option<AnalyticPenaltiesDocument>§pilot_subsample_threshold: Option<usize>§precision_hyperpriors: Option<BTreeMap<String, PrecisionHyperpriorDocument>>§ridge_lambda: Option<f64>§scale_dimensions: Option<bool>§sigma_time_degree: Option<usize>§sigma_time_k: Option<usize>§smooth_descriptors: Option<SmoothDescriptorsDocument>§survival_distribution: Option<String>§survival_likelihood: Option<String>§threshold_time_degree: Option<usize>§threshold_time_k: Option<usize>§time_basis: Option<String>§time_degree: Option<usize>§time_num_internal_knots: Option<usize>§time_smooth_lambda: Option<f64>§training_table_kind: Option<String>

Container type of the caller’s training table ("pandas", "polars", "pyarrow", "numpy", …), passed through opaquely into the saved model payload for the predict-time output-container fallback (#394).

§transformation_normal: Option<bool>§weights: Option<String>§z_column: Option<String>

Trait Implementations§

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impl Clone for FitRequestConfigDocument

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fn clone(&self) -> FitRequestConfigDocument

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for FitRequestConfigDocument

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for FitRequestConfigDocument

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fn default() -> FitRequestConfigDocument

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for FitRequestConfigDocument

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl PartialEq for FitRequestConfigDocument

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fn eq(&self, other: &FitRequestConfigDocument) -> bool

Equality operator ==. Read more
1.0.0 (const: unstable) · Source§

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=. Read more
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impl Serialize for FitRequestConfigDocument

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more
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impl StructuralPartialEq for FitRequestConfigDocument

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