pub struct OptimizedCanonicalCorrelationAnalysis { /* private fields */ }Expand description
High-performance canonical correlation analysis
Implementations§
Source§impl OptimizedCanonicalCorrelationAnalysis
impl OptimizedCanonicalCorrelationAnalysis
Sourcepub fn new(config: PerformanceConfig) -> Self
pub fn new(config: PerformanceConfig) -> Self
Create new optimized CCA instance
Sourcepub fn fit(
&mut self,
x: ArrayView2<'_, f64>,
y: ArrayView2<'_, f64>,
) -> Result<CCAResult>
pub fn fit( &mut self, x: ArrayView2<'_, f64>, y: ArrayView2<'_, f64>, ) -> Result<CCAResult>
Fit CCA with performance optimizations
Sourcepub fn get_metrics(&self) -> Option<&PerformanceMetrics>
pub fn get_metrics(&self) -> Option<&PerformanceMetrics>
Get performance metrics
Trait Implementations§
Source§impl Clone for OptimizedCanonicalCorrelationAnalysis
impl Clone for OptimizedCanonicalCorrelationAnalysis
Source§fn clone(&self) -> OptimizedCanonicalCorrelationAnalysis
fn clone(&self) -> OptimizedCanonicalCorrelationAnalysis
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 OptimizedCanonicalCorrelationAnalysis
impl RefUnwindSafe for OptimizedCanonicalCorrelationAnalysis
impl Send for OptimizedCanonicalCorrelationAnalysis
impl Sync for OptimizedCanonicalCorrelationAnalysis
impl Unpin for OptimizedCanonicalCorrelationAnalysis
impl UnwindSafe for OptimizedCanonicalCorrelationAnalysis
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.