pub enum BayesianInferenceMethod {
VariationalBayes {
max_iter: usize,
tol: Float,
},
GibbsSampling {
n_samples: usize,
burn_in: usize,
},
ExpectationMaximization {
max_iter: usize,
tol: Float,
},
LaplaceApproximation,
}Expand description
Inference method for Bayesian feature selection
Variants§
VariationalBayes
Variational Bayes with mean-field approximation
GibbsSampling
Gibbs sampling MCMC
ExpectationMaximization
Expectation-Maximization algorithm
LaplaceApproximation
Laplace approximation for posterior
Trait Implementations§
Source§impl Clone for BayesianInferenceMethod
impl Clone for BayesianInferenceMethod
Source§fn clone(&self) -> BayesianInferenceMethod
fn clone(&self) -> BayesianInferenceMethod
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreAuto Trait Implementations§
impl Freeze for BayesianInferenceMethod
impl RefUnwindSafe for BayesianInferenceMethod
impl Send for BayesianInferenceMethod
impl Sync for BayesianInferenceMethod
impl Unpin for BayesianInferenceMethod
impl UnwindSafe for BayesianInferenceMethod
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.