Input Equation Condition

class InputEquationCondition(input, equation)

Bases: ConditionInterface

Condition defined by input data and an equation. This condition can be used in a Physics Informed problems. Based on the type of the input, different condition implementations are available:

• InputTensorEquationCondition: For LabelTensor input data.

• InputGraphEquationCondition: For Graph input data.

Initialize the object by storing the input data and equation object.

Parameters:

• input (LabelTensor | Graph | list[Graph] | tuple[Graph]) – Input data for the condition.

• equation (EquationInterface) – Equation object containing the equation function.

Note

If input consists of a list of Graph or Data, all elements must have the same structure (keys and data types)

class InputTensorEquationCondition(input, equation)

Bases: InputEquationCondition

InputEquationCondition subclass for LabelTensor input data.

Initialize the object by storing the input data and equation object.

Parameters:

• input (LabelTensor | Graph | list[Graph] | tuple[Graph]) – Input data for the condition.

• equation (EquationInterface) – Equation object containing the equation function.

Note

If input consists of a list of Graph or Data, all elements must have the same structure (keys and data types)

class InputGraphEquationCondition(input, equation)

Bases: InputEquationCondition

InputEquationCondition subclass for Graph input data.

Initialize the object by storing the input data and equation object.

Parameters:

• input (LabelTensor | Graph | list[Graph] | tuple[Graph]) – Input data for the condition.

• equation (EquationInterface) – Equation object containing the equation function.

Note

If input consists of a list of Graph or Data, all elements must have the same structure (keys and data types)