pub struct DeepQuantumBoltzmannMachine { /* private fields */ }Expand description
Deep Quantum Boltzmann Machine (stacked RBMs)
Implementations§
Source§impl DeepQuantumBoltzmannMachine
impl DeepQuantumBoltzmannMachine
Sourcepub fn new(layer_configs: Vec<QRBMConfig>) -> Self
pub fn new(layer_configs: Vec<QRBMConfig>) -> Self
Create new deep QBM
Sourcepub fn pretrain(
&mut self,
data: &[Array1<Complex64>],
epochs_per_layer: usize,
) -> QuantRS2Result<Vec<Vec<f64>>>
pub fn pretrain( &mut self, data: &[Array1<Complex64>], epochs_per_layer: usize, ) -> QuantRS2Result<Vec<Vec<f64>>>
Pretrain layers greedily
Sourcepub fn generate(&self) -> QuantRS2Result<Array1<Complex64>>
pub fn generate(&self) -> QuantRS2Result<Array1<Complex64>>
Generate sample from deep model
Trait Implementations§
Auto Trait Implementations§
impl Freeze for DeepQuantumBoltzmannMachine
impl RefUnwindSafe for DeepQuantumBoltzmannMachine
impl Send for DeepQuantumBoltzmannMachine
impl Sync for DeepQuantumBoltzmannMachine
impl Unpin for DeepQuantumBoltzmannMachine
impl UnwindSafe for DeepQuantumBoltzmannMachine
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.