opennn::ModelExpression Class Reference

Emits a trained neural network as source code in C, Python, JavaScript, or PHP. More...

#include <model_expression.h>

Public Types
enum class	ProgrammingLanguage { C , Python , JavaScript , PHP }
	Output language for the generated expression source file. More...

Public Member Functions
	ModelExpression (const NeuralNetwork *)
	Builds an expression generator bound to the given trained neural network.
string	build_expression () const
	Returns a symbolic mathematical expression representing the network's forward pass.
void	save (const filesystem::path &, ProgrammingLanguage) const
	Writes a self-contained source file implementing the network in the chosen language.

Detailed Description

Emits a trained neural network as source code in C, Python, JavaScript, or PHP.

Member Enumeration Documentation

ProgrammingLanguage

enum class opennn::ModelExpression::ProgrammingLanguage

strong

Output language for the generated expression source file.

Enumerator
C
Python
JavaScript
PHP

Constructor & Destructor Documentation

ModelExpression()

opennn::ModelExpression::ModelExpression

(

const NeuralNetwork *

)

Builds an expression generator bound to the given trained neural network.

Member Function Documentation

build_expression()

string opennn::ModelExpression::build_expression

(

)

const

Returns a symbolic mathematical expression representing the network's forward pass.

save()

void opennn::ModelExpression::save	(	const filesystem::path &	,
		ProgrammingLanguage	) const

Writes a self-contained source file implementing the network in the chosen language.

Parameters

path	Destination file path.
language	Target programming language.