nn_reducer

Converts NN functions of form NN1(state=C,min_init=1,max_init=5) to model usable form of NN1.

internal

An easy-to-use tool for implementing Neural Ordinary Differential Equations (NODEs) in pharmacometric software such as 'Monolix', 'NONMEM', and 'nlmixr2', see Bräm et al. (2024) <doi:10.1007/s10928-023-09886-4> and Bräm et al. (2025) <doi:10.1002/psp4.13265>. The main functionality is to automatically generate structural model code describing computations within a neural network. Additionally, parameters and software settings can be initialized automatically. For using these additional functionalities with 'Monolix', 'pmxNODE' interfaces with 'MonolixSuite' via the 'lixoftConnectors' package. The 'lixoftConnectors' package is distributed with 'MonolixSuite' (<https://monolixsuite.slp-software.com/r-functions/2024R1/package-lixoftconnectors>) and is not available from public repositories.

Dominic Bräm

pmxNODE

Application of NODEs in 'Monolix', 'NONMEM', and 'nlmixr2'

Bernhard Steiert

Gilbert Koch

Matthew Fidler

nn_reducer function

<dl><dt>text</dt>
<dd>(list of strings) Model file read by readLines, with each line of the model as element of the list</dd></dl>

Arguments

Author

Internal: Reduces NN function in model file — nn_reducer

<dl>

<dt>text</dt>
<dd>(list of strings) Model file read by readLines, with each line of the model as element of the list</dd>

</dl>

nn_reducer: Internal: Reduces NN function in model file

Description

Usage

Value

Arguments

Author