pub struct QuantumRBM { /* private fields */ }Expand description
Quantum Restricted Boltzmann Machine
Implementations§
Source§impl QuantumRBM
impl QuantumRBM
Sourcepub fn new(config: QRBMConfig) -> Self
pub fn new(config: QRBMConfig) -> Self
Create new Quantum RBM
Sourcepub fn train_batch(&mut self, data: &[Array1<Complex64>]) -> QuantRS2Result<f64>
pub fn train_batch(&mut self, data: &[Array1<Complex64>]) -> QuantRS2Result<f64>
Train on batch of quantum states
Sourcepub fn generate_sample(&self) -> QuantRS2Result<Array1<Complex64>>
pub fn generate_sample(&self) -> QuantRS2Result<Array1<Complex64>>
Generate quantum sample from learned distribution
Sourcepub fn free_energy(&self, visible: &Array1<f64>) -> QuantRS2Result<f64>
pub fn free_energy(&self, visible: &Array1<f64>) -> QuantRS2Result<f64>
Compute free energy of visible configuration
Trait Implementations§
Source§impl Clone for QuantumRBM
impl Clone for QuantumRBM
Source§fn clone(&self) -> QuantumRBM
fn clone(&self) -> QuantumRBM
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 QuantumRBM
impl RefUnwindSafe for QuantumRBM
impl Send for QuantumRBM
impl Sync for QuantumRBM
impl Unpin for QuantumRBM
impl UnwindSafe for QuantumRBM
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.