param: param

In nnR: Neural Networks Made Algebraic

param

Description

The function that returns the numbe of parameters of a neural network.

Usage

param(nu)

Arguments

nu	A neural network of the type generated by create_nn(). Denoted \mathsf{P}.

Value

An integer representing the parameter count of our neural network.

References

Definition 1.3.1. Jentzen, A., Kuckuck, B., and von Wurstemberger, P. (2023). Mathematical introduction to deep learning: Methods, implementations, and theory. https://arxiv.org/abs/2310.20360.

Examples

create_nn(c(4, 5, 6, 2)) |> param()

nnR documentation built on May 29, 2024, 2:02 a.m.