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EmbeddingOptions

fekan::embedding_layer

Struct EmbeddingOptions 

Source 
pub struct EmbeddingOptions {
    pub vocab_size: usize,
    pub embedding_dimension: usize,
    pub embedded_features: Vec<usize>,
    pub full_input_dimension: usize,
}
Expand description

Hyperparameters for the embedding layer.

#Example see EmbeddingLayer::new

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§vocab_size: usize

The number of unique features that can be embedded

§embedding_dimension: usize

The number of dimensions into which each feature will be embedded. In other words, the length of the embedding vector for each feature

§embedded_features: Vec<usize>

The indices of the features that should be embedded. All other features will be passed through unchanged

§full_input_dimension: usize

The total number of features in the input vector. This is used to determine the output dimension of the embedding layer and for error checking

Trait Implementations§

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impl Clone for EmbeddingOptions

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fn clone(&self) -> Self

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for EmbeddingOptions

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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 Eq for EmbeddingOptions

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impl Hash for EmbeddingOptions

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fn hash<__H: Hasher>(&self, state: &mut __H)

Feeds this value into the given Hasher. Read more
1.3.0 · Source§

fn hash_slice<H>(data: &[Self], state: &mut H)
where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher. Read more
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impl PartialEq for EmbeddingOptions

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fn eq(&self, other: &Self) -> bool

Equality operator ==. Read more
1.0.0 (const: unstable) · Source§

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=. Read more
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impl StructuralPartialEq for EmbeddingOptions

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