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VbHmmConfig

oxicuda_seq::hmm::variational

Struct VbHmmConfig 

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pub struct VbHmmConfig {
    pub n_states: usize,
    pub n_obs: usize,
    pub alpha_prior: f64,
    pub beta_prior: f64,
    pub gamma_prior: f64,
    pub max_iter: usize,
    pub tol: f64,
}
Expand description

Configuration for Variational Bayes HMM training.

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§n_states: usize

Number of hidden states.

§n_obs: usize

Number of distinct observation symbols.

§alpha_prior: f64

Symmetric Dirichlet prior concentration for π (default 1.0).

§beta_prior: f64

Symmetric Dirichlet prior concentration for each A row (default 1.0).

§gamma_prior: f64

Symmetric Dirichlet prior concentration for each B row (default 1.0).

§max_iter: usize

Maximum number of VB-EM iterations (default 200).

§tol: f64

ELBO convergence tolerance (default 1e-6).

Trait Implementations§

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impl Clone for VbHmmConfig

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fn clone(&self) -> VbHmmConfig

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 VbHmmConfig

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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 VbHmmConfig

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fn default() -> Self

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

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

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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