CausalGraph

oxirs_embed::causal_representation_learning

Struct CausalGraph 

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pub struct CausalGraph {
    pub variables: Vec<String>,
    pub adjacency: Array2<f32>,
    pub edge_weights: Array2<f32>,
    pub confounders: HashSet<(usize, usize)>,
}
Expand description

Causal graph representation

Fields§

§variables: Vec<String>

Variables in the graph

§adjacency: Array2<f32>

Adjacency matrix (directed edges)

§edge_weights: Array2<f32>

Edge weights (causal strengths)

§confounders: HashSet<(usize, usize)>

Confounders

Implementations§

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impl CausalGraph

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pub fn new(variables: Vec<String>) -> Self

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pub fn add_edge(&mut self, from: usize, to: usize, weight: f32)

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pub fn remove_edge(&mut self, from: usize, to: usize)

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pub fn get_parents(&self, node: usize) -> Vec<usize>

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pub fn get_children(&self, node: usize) -> Vec<usize>

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pub fn is_acyclic(&self) -> bool

Trait Implementations§

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impl Clone for CausalGraph

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fn clone(&self) -> CausalGraph

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 CausalGraph

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

Formats the value using the given formatter. Read more

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