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SviConfig

scirs2_stats::bayesian

Struct SviConfig 

Source 
pub struct SviConfig {
    pub max_iter: usize,
    pub batch_size: usize,
    pub lr_schedule: LearningRateSchedule,
    pub tol: f64,
    pub n_mc_samples: usize,
    pub use_natural_gradient: bool,
    pub diagnostic_interval: usize,
    pub grad_clip: f64,
    pub seed: u64,
}
Expand description

Configuration for Stochastic Variational Inference

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§max_iter: usize

Maximum number of iterations

§batch_size: usize

Mini-batch size (number of data points per batch)

§lr_schedule: LearningRateSchedule

Learning rate schedule

§tol: f64

Convergence tolerance (on ELBO)

§n_mc_samples: usize

Number of Monte Carlo samples for ELBO estimation

§use_natural_gradient: bool

Whether to use natural gradients

§diagnostic_interval: usize

How often to compute full ELBO for diagnostics (0 = never)

§grad_clip: f64

Gradient clipping threshold (0 = no clipping)

§seed: u64

Seed for reproducibility (used for batch selection)

Trait Implementations§

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impl Clone for SviConfig

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fn clone(&self) -> SviConfig

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 SviConfig

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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 SviConfig

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fn default() -> Self

Returns the “default value” for a type. Read more

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