pub struct NeuralAdaptiveSystem { /* private fields */ }Expand description
Neural Adaptive Learning System for Stream Optimization
Implementations§
Source§impl NeuralAdaptiveSystem
impl NeuralAdaptiveSystem
Sourcepub fn learn_and_adapt(
&mut self,
input: &Array1<f64>,
target: &Array1<f64>,
) -> Result<Array1<f64>>
pub fn learn_and_adapt( &mut self, input: &Array1<f64>, target: &Array1<f64>, ) -> Result<Array1<f64>>
Learn from streaming data and adapt
Sourcepub fn predict_performance(
&self,
horizon: Duration,
) -> Result<PerformancePredictionPoint>
pub fn predict_performance( &self, horizon: Duration, ) -> Result<PerformancePredictionPoint>
Predict future performance
Sourcepub fn get_learning_stats(&self) -> LearningStatistics
pub fn get_learning_stats(&self) -> LearningStatistics
Get learning statistics
Trait Implementations§
Source§impl Debug for NeuralAdaptiveSystem
impl Debug for NeuralAdaptiveSystem
Auto Trait Implementations§
impl Freeze for NeuralAdaptiveSystem
impl RefUnwindSafe for NeuralAdaptiveSystem
impl Send for NeuralAdaptiveSystem
impl Sync for NeuralAdaptiveSystem
impl Unpin for NeuralAdaptiveSystem
impl UnwindSafe for NeuralAdaptiveSystem
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> 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.