Algebra

Algebraic classes and numerics

Class

amplify.Poly	The polynomial class used for representing objective functions and constraints.
amplify.PolyArray	A NumPy-like multidimensional array of polynomials.
amplify.Matrix	This class represents a quadratic objective in coefficient-matrix form, expressed as \(x^\top Q x + p^\top x + c\).
amplify.Variable	Class for variable information.
amplify.VariableGenerator	Provides functionality to generate a decision variable or an array of decision variables.

Function

amplify.sum	Sum elements of a polynomial array, sequence, or iterator.
amplify.einsum	Einstein summation for polynomial arrays and NumPy arrays.
amplify.dot	Compute dot product for polynomial arrays and NumPy arrays.
amplify.matmul	Matrix multiplication for polynomial arrays and NumPy arrays.

Attribute

amplify.newaxis

Enum

amplify.VariableType

Enum of decision variable types: Binary, Ising, Integer, and Real.

Misc

amplify.Dim	Base class for PolyArray dimension types.
amplify.Dim0	A 0D PolyArray.
amplify.Dim1	A 1D PolyArray.
amplify.Dim2	A 2D PolyArray.
amplify.Dim3	A 3D PolyArray.
amplify.Dim4	A 4D PolyArray.