pub enum ExplanationMethod {
QuantumFeatureAttribution {
method: AttributionMethod,
num_samples: usize,
baseline: Option<Array1<f64>>,
},
CircuitVisualization {
include_measurements: bool,
parameter_sensitivity: bool,
},
StateAnalysis {
entanglement_measures: bool,
coherence_analysis: bool,
superposition_analysis: bool,
},
SaliencyMapping {
perturbation_method: PerturbationMethod,
aggregation: AggregationMethod,
},
QuantumLIME {
num_perturbations: usize,
kernel_width: f64,
local_model: LocalModelType,
},
QuantumSHAP {
num_coalitions: usize,
background_samples: usize,
},
QuantumLRP {
propagation_rule: LRPRule,
epsilon: f64,
},
ConceptActivation {
concept_datasets: Vec<String>,
activation_threshold: f64,
},
}Expand description
Explanation methods for quantum models
Variants§
QuantumFeatureAttribution
Quantum feature attribution
CircuitVisualization
Quantum circuit visualization
StateAnalysis
Quantum state analysis
SaliencyMapping
Quantum saliency maps
QuantumLIME
Quantum LIME (Local Interpretable Model-agnostic Explanations)
QuantumSHAP
Quantum SHAP (SHapley Additive exPlanations)
QuantumLRP
Layer-wise Relevance Propagation for quantum circuits
ConceptActivation
Quantum concept activation vectors
Trait Implementations§
Source§impl Clone for ExplanationMethod
impl Clone for ExplanationMethod
Source§fn clone(&self) -> ExplanationMethod
fn clone(&self) -> ExplanationMethod
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 ExplanationMethod
impl RefUnwindSafe for ExplanationMethod
impl Send for ExplanationMethod
impl Sync for ExplanationMethod
impl Unpin for ExplanationMethod
impl UnwindSafe for ExplanationMethod
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.