Phpml\Helper\Optimizer\Optimizer Class Reference

Inheritance diagram for Phpml\Helper\Optimizer\Optimizer:

Public Member Functions
	__construct (int $dimensions)
	Inits a new instance of Optimizer for the given number of dimensions.
	runOptimization (array $samples, array $targets, Closure $gradientCb)
	Executes the optimization with the given samples & targets and returns the weights.
	setTheta (array $theta)
	theta ()

Protected Attributes
int	$dimensions
	Number of dimensions.
array	$theta = []

Constructor & Destructor Documentation

__construct()

Phpml\Helper\Optimizer\Optimizer::__construct

(

int

$dimensions

)

Inits a new instance of Optimizer for the given number of dimensions.

Reimplemented in Phpml\Helper\Optimizer\StochasticGD.

Member Function Documentation

runOptimization()

Phpml\Helper\Optimizer\Optimizer::runOptimization ( array $samples, array $targets, Closure $gradientCb )

abstract

Executes the optimization with the given samples & targets and returns the weights.

Reimplemented in Phpml\Helper\Optimizer\ConjugateGradient, Phpml\Helper\Optimizer\GD, and Phpml\Helper\Optimizer\StochasticGD.

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The documentation for this class was generated from the following file:

• lib/mlbackend/php/phpml/src/Phpml/Helper/Optimizer/Optimizer.php