Struct linfa_reduction::DiffusionMapValidParams
source · pub struct DiffusionMapValidParams { /* private fields */ }
Expand description
Diffusion map hyperparameters
The diffusion map algorithms has only two explicit hyperparameter. The first is the stepsize. As the algorithm calculates the closeness of points after a number of steps taken in the diffusion graph, a larger step size introduces a more global behaviour of the projection while a smaller one (especially one) just projects close obserations closely together. The second parameter is the embedding size and defines the target dimensionality.
Implementations§
Trait Implementations§
source§impl Clone for DiffusionMapValidParams
impl Clone for DiffusionMapValidParams
source§fn clone(&self) -> DiffusionMapValidParams
fn clone(&self) -> DiffusionMapValidParams
Returns a copy 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 Debug for DiffusionMapValidParams
impl Debug for DiffusionMapValidParams
source§impl PartialEq for DiffusionMapValidParams
impl PartialEq for DiffusionMapValidParams
source§fn eq(&self, other: &DiffusionMapValidParams) -> bool
fn eq(&self, other: &DiffusionMapValidParams) -> bool
This method tests for
self
and other
values to be equal, and is used
by ==
.source§impl<'a, F: Float> Transformer<&'a KernelBase<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, CsMatBase<F, usize, Vec<usize>, Vec<usize>, Vec<F>>>, DiffusionMap<F>> for DiffusionMapValidParams
impl<'a, F: Float> Transformer<&'a KernelBase<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, CsMatBase<F, usize, Vec<usize>, Vec<usize>, Vec<F>>>, DiffusionMap<F>> for DiffusionMapValidParams
impl Eq for DiffusionMapValidParams
impl StructuralEq for DiffusionMapValidParams
impl StructuralPartialEq for DiffusionMapValidParams
Auto Trait Implementations§
impl RefUnwindSafe for DiffusionMapValidParams
impl Send for DiffusionMapValidParams
impl Sync for DiffusionMapValidParams
impl Unpin for DiffusionMapValidParams
impl UnwindSafe for DiffusionMapValidParams
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<Q, K> Equivalent<K> for Qwhere
Q: Eq + ?Sized,
K: Borrow<Q> + ?Sized,
impl<Q, K> Equivalent<K> for Qwhere Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,
source§fn equivalent(&self, key: &K) -> bool
fn equivalent(&self, key: &K) -> bool
Compare self to
key
and return true
if they are equal.