pub struct EvolutionEngine<F: Float + Debug> { /* private fields */ }Expand description
Engine for evolving neural architectures
Implementations§
Source§impl<F: Float + Debug + Clone + FromPrimitive> EvolutionEngine<F>
impl<F: Float + Debug + Clone + FromPrimitive> EvolutionEngine<F>
Sourcepub fn new(
population_size: usize,
selection_strategy: SelectionStrategy,
) -> Self
pub fn new( population_size: usize, selection_strategy: SelectionStrategy, ) -> Self
Create new evolution engine
Sourcepub fn evolve_generation(
&mut self,
fitness_evaluator: &FitnessEvaluator<F>,
) -> Result<()>
pub fn evolve_generation( &mut self, fitness_evaluator: &FitnessEvaluator<F>, ) -> Result<()>
Evolve population for one generation
Sourcepub fn get_best_individual(&self) -> Option<&Architecture<F>>
pub fn get_best_individual(&self) -> Option<&Architecture<F>>
Get best individual from current population
Sourcepub fn get_population_stats(&self) -> (F, F, F)
pub fn get_population_stats(&self) -> (F, F, F)
Get population statistics
Trait Implementations§
Auto Trait Implementations§
impl<F> Freeze for EvolutionEngine<F>where
F: Freeze,
impl<F> RefUnwindSafe for EvolutionEngine<F>where
F: RefUnwindSafe,
impl<F> Send for EvolutionEngine<F>where
F: Send,
impl<F> Sync for EvolutionEngine<F>where
F: Sync,
impl<F> Unpin for EvolutionEngine<F>where
F: Unpin,
impl<F> UnwindSafe for EvolutionEngine<F>where
F: UnwindSafe,
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Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
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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>
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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.