Struct CausalGraph 

pub struct CausalGraph { /* private fields */ }

Directed acyclic dependency graph for asymmetric causal Shapley values.

Implementations

impl CausalGraph

pub fn new(parents: Vec<Vec<usize>>) -> Result<Self>

pub fn parents(&self) -> &[Vec<usize>]

pub fn n_features(&self) -> usize

pub fn validate(&self) -> Result<()>

Revalidates parent indices, uniqueness, and acyclicity after deserialization.

Trait Implementations

impl Clone for CausalGraph

fn clone(&self) -> CausalGraph

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CausalGraph

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for CausalGraph

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Eq for CausalGraph

impl PartialEq for CausalGraph

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

Equality operator ==.

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

Inequality operator !=.

impl Serialize for CausalGraph

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for CausalGraph