pub struct HopfieldConfig {
pub beta: f64,
pub alpha: f64,
pub max_iter: usize,
}Expand description
Hopfield retrieval configuration.
Fields§
§beta: f64Inverse temperature. Higher β = sharper retrieval (fewer results).
Must be > 0. Typical range: 10.0–500.0 (scores are Jaccard in [0, 1]).
alpha: f64Tsallis entropy parameter controlling sparsity of attention weights. α=1: softmax (dense, no exact zeros — equivalent to standard attention). α=1.5: 1.5-entmax (moderately sparse). α=2: sparsemax (maximally sparse, margin m=1).
max_iter: usizeMaximum Hopfield iterations for query refinement. 1 = single-step retrieval (sufficient for well-separated patterns).
Trait Implementations§
Source§impl Clone for HopfieldConfig
impl Clone for HopfieldConfig
Source§fn clone(&self) -> HopfieldConfig
fn clone(&self) -> HopfieldConfig
Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · 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 HopfieldConfig
impl Debug for HopfieldConfig
Auto Trait Implementations§
impl Freeze for HopfieldConfig
impl RefUnwindSafe for HopfieldConfig
impl Send for HopfieldConfig
impl Sync for HopfieldConfig
impl Unpin for HopfieldConfig
impl UnsafeUnpin for HopfieldConfig
impl UnwindSafe for HopfieldConfig
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
impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
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Converts
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if into_left is true.
Converts self into a Right variant of Either<Self, Self>
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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>
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impl<T> Pointable for T
impl<T> Read<Exclusive, BecauseExclusive> for Twhere
T: ?Sized,
§impl<SS, SP> SupersetOf<SS> for SPwhere
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impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
§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
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fn is_in_subset(&self) -> bool
Checks if
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fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.