pub struct AdviConfig {
pub approximation: AdviApproximation,
pub transforms: Vec<AdviTransform>,
pub num_samples: usize,
pub learning_rate: f64,
pub max_iterations: usize,
pub tolerance: f64,
pub seed: u64,
pub convergence_window: usize,
}Expand description
Configuration for ADVI
Fields§
§approximation: AdviApproximationType of variational approximation
transforms: Vec<AdviTransform>Parameter transforms (one per dimension); if empty, all Identity
num_samples: usizeNumber of Monte Carlo samples for ELBO gradient estimation
learning_rate: f64Learning rate for Adam optimizer
max_iterations: usizeMaximum number of optimization iterations
tolerance: f64Convergence tolerance on ELBO change
seed: u64Random seed for reproducibility
convergence_window: usizeWindow size for checking convergence (average over last N ELBOs)
Trait Implementations§
Source§impl Clone for AdviConfig
impl Clone for AdviConfig
Source§fn clone(&self) -> AdviConfig
fn clone(&self) -> AdviConfig
Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for AdviConfig
impl Debug for AdviConfig
Auto Trait Implementations§
impl Freeze for AdviConfig
impl RefUnwindSafe for AdviConfig
impl Send for AdviConfig
impl Sync for AdviConfig
impl Unpin for AdviConfig
impl UnsafeUnpin for AdviConfig
impl UnwindSafe for AdviConfig
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Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
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fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
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The inclusion map: converts
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