pub struct AdvancedAdaptiveStreamingOptimizer<T: StreamingObjective> { /* private fields */ }Expand description
Advanced-advanced streaming optimizer with multiple adaptation mechanisms
Implementations§
Source§impl<T: StreamingObjective> AdvancedAdaptiveStreamingOptimizer<T>
impl<T: StreamingObjective> AdvancedAdaptiveStreamingOptimizer<T>
Sourcepub fn new(
_initialparameters: Array1<f64>,
objective: T,
config: StreamingConfig,
) -> Self
pub fn new( _initialparameters: Array1<f64>, objective: T, config: StreamingConfig, ) -> Self
Create a new advanced-adaptive streaming optimizer
Trait Implementations§
Source§impl<T: Clone + StreamingObjective> Clone for AdvancedAdaptiveStreamingOptimizer<T>
impl<T: Clone + StreamingObjective> Clone for AdvancedAdaptiveStreamingOptimizer<T>
Source§fn clone(&self) -> AdvancedAdaptiveStreamingOptimizer<T>
fn clone(&self) -> AdvancedAdaptiveStreamingOptimizer<T>
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 moreSource§impl<T: Debug + StreamingObjective> Debug for AdvancedAdaptiveStreamingOptimizer<T>
impl<T: Debug + StreamingObjective> Debug for AdvancedAdaptiveStreamingOptimizer<T>
Source§impl<T: StreamingObjective + Clone> StreamingOptimizer for AdvancedAdaptiveStreamingOptimizer<T>
impl<T: StreamingObjective + Clone> StreamingOptimizer for AdvancedAdaptiveStreamingOptimizer<T>
Source§fn update(
&mut self,
datapoint: &StreamingDataPoint,
) -> Result<(), OptimizeError>
fn update( &mut self, datapoint: &StreamingDataPoint, ) -> Result<(), OptimizeError>
Process a single data point and update parameters
Source§fn parameters(&self) -> &Array1<f64>
fn parameters(&self) -> &Array1<f64>
Get current parameter estimates
Source§fn stats(&self) -> &StreamingStats
fn stats(&self) -> &StreamingStats
Get current optimization statistics
Source§fn update_batch(
&mut self,
datapoints: &[StreamingDataPoint],
) -> Result<(), OptimizeError>
fn update_batch( &mut self, datapoints: &[StreamingDataPoint], ) -> Result<(), OptimizeError>
Process a batch of data points
Auto Trait Implementations§
impl<T> Freeze for AdvancedAdaptiveStreamingOptimizer<T>where
T: Freeze,
impl<T> RefUnwindSafe for AdvancedAdaptiveStreamingOptimizer<T>where
T: RefUnwindSafe,
impl<T> Send for AdvancedAdaptiveStreamingOptimizer<T>where
T: Send,
impl<T> Sync for AdvancedAdaptiveStreamingOptimizer<T>where
T: Sync,
impl<T> Unpin for AdvancedAdaptiveStreamingOptimizer<T>where
T: Unpin,
impl<T> UnwindSafe for AdvancedAdaptiveStreamingOptimizer<T>where
T: UnwindSafe,
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.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.