type_definitions

EdgeConstraint

from cai_causal_graph.type_definitions import EdgeConstraint

class EdgeConstraint(str, Enum)

Enumeration defining the types of edge constraints for domain knowledge.

The enumeration members are:

def __str__() -> str

Return the string value for the enumeration.

from cai_causal_graph.type_definitions import EdgeType

class EdgeType(str, Enum)

Enumeration defining the types of edges the graph can contain.

The enumeration members are:

def __str__() -> str

Return the string value for the enumeration.

from cai_causal_graph.type_definitions import NodeVariableType

class NodeVariableType(str, Enum)

Enumeration defining the types of variable a node in a graph can represent.

The enumeration members are:

def __str__() -> str

Return the string value for the enumeration.

def validate_pair_type(pair: Union[PAIR_T, Tuple[NodeLike, NodeLike]])

Validate an edge pair type by raising a cai_causal_graph.exceptions.CausalGraphErrors.EdgeInvalidError if it is not an expected type.