probnum.functions

Callables with in- and output shape information supporting algebraic operations.

Classes

Function(input_shape[, output_shape])

Callable with information about the shape of expected in- and outputs.

LambdaFunction(fn, input_shape[, output_shape])

Define a Function from a given callable.

ScaledFunction(function, scalar)

Function multiplied pointwise with a scalar.

SumFunction(*summands)

Pointwise sum of Functions.

Zero(input_shape[, output_shape])

Zero mean function.

Class Inheritance Diagram

Inheritance diagram of probnum.functions._function.Function, probnum.functions._function.LambdaFunction, probnum.functions._algebra_fallbacks.ScaledFunction, probnum.functions._algebra_fallbacks.SumFunction, probnum.functions._zero.Zero