Average

This function allows you to compute the average of vectors, matrices, and tensors.

Examples for all the possible use cases are provided below.

omtools.std.average.average(*operands: List[omtools.core.variable.Variable], axes=None)

This function can compute the average of a single input, multiple inputs, or along an axis.

Parameters

operands: Variables

The Variable(s) over which to take the average

axes: tuple[int]

Axes along which to take the average, default value is None

Single Inputs

• Average of a Single Vector
• Average of a Single Matrix
• Average of a Single Tensor

Multiple Inputs

• Average of Multiple Vectors
• Average of Multiple Matrices
• Average of Multiple Tensors

Along an Axis

• Average of a Single Matrix along Columns
• Average of a Single Matrix along Rows
• Average of Multiple Matrices along Columns
• Average of Multiple Matrices along Rows