scirs2_neural::interpretation::reporting

Struct InterpretationReport

pub struct InterpretationReport<F: Float + Debug> {
    pub input_shape: IxDyn,
    pub target_class: Option<usize>,
    pub attributions: HashMap<String, ArrayD<F>>,
    pub attribution_statistics: HashMap<String, AttributionStatistics<F>>,
    pub layer_statistics: HashMap<String, LayerAnalysisStats<F>>,
    pub interpretation_summary: InterpretationSummary,
}

Expand description

Comprehensive interpretation report for a single input

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§input_shape: IxDyn

Shape of the input being analyzed

§target_class: Option<usize>

Target class for the analysis (if applicable)

§attributions: HashMap<String, ArrayD<F>>

Attribution results from different methods

§attribution_statistics: HashMap<String, AttributionStatistics<F>>

Statistical analysis of attributions

§layer_statistics: HashMap<String, LayerAnalysisStats<F>>

Layer-wise analysis statistics

§interpretation_summary: InterpretationSummary

Summary of interpretation results

Trait Implementations§

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impl<F: Clone + Float + Debug> Clone for InterpretationReport<F>

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fn clone(&self) -> InterpretationReport<F>

Returns a duplicate of the value. Read more

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const fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl<F: Debug + Float + Debug> Debug for InterpretationReport<F>

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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impl<F: Float + Debug> Display for InterpretationReport<F>

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl<F> UnwindSafe for InterpretationReport<F>
where F: UnwindSafe + RefUnwindSafe,

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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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 more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

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 more

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