pub struct StreamingBd { /* private fields */ }Expand description
Streaming Band Depth estimator.
BD requires all-or-nothing containment across ALL time points — it does not decompose per-point like MBD. The streaming advantage here is reference decoupling (no re-parsing the matrix) and early-exit per pair (break on first time point where x is outside the band), not an asymptotic improvement.
Implementations§
Source§impl StreamingBd
impl StreamingBd
pub fn new(state: FullReferenceState) -> Self
Trait Implementations§
Source§impl StreamingDepth for StreamingBd
impl StreamingDepth for StreamingBd
Source§fn depth_one(&self, curve: &[f64]) -> f64
fn depth_one(&self, curve: &[f64]) -> f64
Depth of a single curve given as a contiguous
&[f64] of length n_points.Source§fn depth_batch(&self, data_obj: &FdMatrix) -> Vec<f64>
fn depth_batch(&self, data_obj: &FdMatrix) -> Vec<f64>
Batch depth for a matrix of query curves (
nobj × n_points).Source§fn n_reference(&self) -> usize
fn n_reference(&self) -> usize
Number of reference observations backing this estimator.
Auto Trait Implementations§
impl Freeze for StreamingBd
impl RefUnwindSafe for StreamingBd
impl Send for StreamingBd
impl Sync for StreamingBd
impl Unpin for StreamingBd
impl UnsafeUnpin for StreamingBd
impl UnwindSafe for StreamingBd
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.