Phpml\Helper\Optimizer\GD Member List

This is the complete list of members for Phpml\Helper\Optimizer\GD, including all inherited members.

$costValues	Phpml\Helper\Optimizer\StochasticGD	protected
$dimensions	Phpml\Helper\Optimizer\Optimizer	protected
$enableEarlyStop	Phpml\Helper\Optimizer\StochasticGD	protected
$gradientCb	Phpml\Helper\Optimizer\StochasticGD	protected
$learningRate	Phpml\Helper\Optimizer\StochasticGD	protected
$maxIterations	Phpml\Helper\Optimizer\StochasticGD	protected
$sampleCount	Phpml\Helper\Optimizer\GD	protected
$samples	Phpml\Helper\Optimizer\StochasticGD	protected
$targets	Phpml\Helper\Optimizer\StochasticGD	protected
$theta (defined in Phpml\Helper\Optimizer\Optimizer)	Phpml\Helper\Optimizer\Optimizer	protected
$threshold	Phpml\Helper\Optimizer\StochasticGD	protected
__construct(int $dimensions)	Phpml\Helper\Optimizer\StochasticGD
clear()	Phpml\Helper\Optimizer\GD	protected
earlyStop(array $oldTheta)	Phpml\Helper\Optimizer\StochasticGD	protected
getCostValues()	Phpml\Helper\Optimizer\StochasticGD
gradient(array $theta)	Phpml\Helper\Optimizer\GD	protected
runOptimization(array $samples, array $targets, Closure $gradientCb)	Phpml\Helper\Optimizer\GD
setChangeThreshold(float $threshold=1e-5)	Phpml\Helper\Optimizer\StochasticGD
setEarlyStop(bool $enable=true)	Phpml\Helper\Optimizer\StochasticGD
setLearningRate(float $learningRate)	Phpml\Helper\Optimizer\StochasticGD
setMaxIterations(int $maxIterations)	Phpml\Helper\Optimizer\StochasticGD
setTheta(array $theta) (defined in Phpml\Helper\Optimizer\StochasticGD)	Phpml\Helper\Optimizer\StochasticGD
theta() (defined in Phpml\Helper\Optimizer\Optimizer)	Phpml\Helper\Optimizer\Optimizer
updateTheta() (defined in Phpml\Helper\Optimizer\StochasticGD)	Phpml\Helper\Optimizer\StochasticGD	protected
updateWeightsWithUpdates(array $updates, float $penalty) (defined in Phpml\Helper\Optimizer\GD)	Phpml\Helper\Optimizer\GD	protected