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StructuralEquation

oxirs_embed::causal_representation_learning

Struct StructuralEquation 

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pub struct StructuralEquation {
    pub target: String,
    pub parents: Vec<String>,
    pub linear_coefficients: Array1<f32>,
    pub nonlinear_function: Option<Array2<f32>>,
    pub noise_variance: f32,
}
Expand description

Structural equation for a variable

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§target: String

Target variable

§parents: Vec<String>

Parent variables

§linear_coefficients: Array1<f32>

Coefficients for linear terms

§nonlinear_function: Option<Array2<f32>>

Nonlinear function (neural network)

§noise_variance: f32

Noise variance

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impl StructuralEquation

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pub fn new(target: String, parents: Vec<String>) -> Self

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pub fn evaluate(&self, parent_values: &Array1<f32>) -> f32

Trait Implementations§

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impl Clone for StructuralEquation

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fn clone(&self) -> StructuralEquation

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

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

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

Formats the value using the given formatter. Read more

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