pub struct GenericGMM<T: SpatialScalar> { /* private fields */ }Expand description
Generic Gaussian Mixture Model clustering
Implementations§
Source§impl<T: SpatialScalar> GenericGMM<T>
impl<T: SpatialScalar> GenericGMM<T>
Sourcepub fn with_max_iterations(self, maxiterations: usize) -> Self
pub fn with_max_iterations(self, maxiterations: usize) -> Self
Set maximum iterations
Sourcepub fn with_tolerance(self, tolerance: T) -> Self
pub fn with_tolerance(self, tolerance: T) -> Self
Set convergence tolerance
Sourcepub fn with_reg_covar(self, regcovar: T) -> Self
pub fn with_reg_covar(self, regcovar: T) -> Self
Set regularization parameter for covariance
Sourcepub fn fit<P>(&self, points: &[P]) -> SpatialResult<GMMResult<T>>where
P: SpatialPoint<T> + Clone,
pub fn fit<P>(&self, points: &[P]) -> SpatialResult<GMMResult<T>>where
P: SpatialPoint<T> + Clone,
Fit the GMM to data (simplified implementation)
Auto Trait Implementations§
impl<T> Freeze for GenericGMM<T>where
T: Freeze,
impl<T> RefUnwindSafe for GenericGMM<T>where
T: RefUnwindSafe,
impl<T> Send for GenericGMM<T>
impl<T> Sync for GenericGMM<T>
impl<T> Unpin for GenericGMM<T>where
T: Unpin,
impl<T> UnwindSafe for GenericGMM<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> 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.