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<?php
/*
* Copyright 2014 Google Inc.
*
* Licensed under the Apache License, Version 2.0 (the "License"); you may not
* use this file except in compliance with the License. You may obtain a copy of
* the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations under
* the License.
*/
namespace Google\Service\Bigquery;
class HparamSearchSpaces extends \Google\Model
{
protected $activationFnType = StringHparamSearchSpace::class;
protected $activationFnDataType = '';
protected $batchSizeType = IntHparamSearchSpace::class;
protected $batchSizeDataType = '';
protected $boosterTypeType = StringHparamSearchSpace::class;
protected $boosterTypeDataType = '';
protected $colsampleBylevelType = DoubleHparamSearchSpace::class;
protected $colsampleBylevelDataType = '';
protected $colsampleBynodeType = DoubleHparamSearchSpace::class;
protected $colsampleBynodeDataType = '';
protected $colsampleBytreeType = DoubleHparamSearchSpace::class;
protected $colsampleBytreeDataType = '';
protected $dartNormalizeTypeType = StringHparamSearchSpace::class;
protected $dartNormalizeTypeDataType = '';
protected $dropoutType = DoubleHparamSearchSpace::class;
protected $dropoutDataType = '';
protected $hiddenUnitsType = IntArrayHparamSearchSpace::class;
protected $hiddenUnitsDataType = '';
protected $l1RegType = DoubleHparamSearchSpace::class;
protected $l1RegDataType = '';
protected $l2RegType = DoubleHparamSearchSpace::class;
protected $l2RegDataType = '';
protected $learnRateType = DoubleHparamSearchSpace::class;
protected $learnRateDataType = '';
protected $maxTreeDepthType = IntHparamSearchSpace::class;
protected $maxTreeDepthDataType = '';
protected $minSplitLossType = DoubleHparamSearchSpace::class;
protected $minSplitLossDataType = '';
protected $minTreeChildWeightType = IntHparamSearchSpace::class;
protected $minTreeChildWeightDataType = '';
protected $numClustersType = IntHparamSearchSpace::class;
protected $numClustersDataType = '';
protected $numFactorsType = IntHparamSearchSpace::class;
protected $numFactorsDataType = '';
protected $numParallelTreeType = IntHparamSearchSpace::class;
protected $numParallelTreeDataType = '';
protected $optimizerType = StringHparamSearchSpace::class;
protected $optimizerDataType = '';
protected $subsampleType = DoubleHparamSearchSpace::class;
protected $subsampleDataType = '';
protected $treeMethodType = StringHparamSearchSpace::class;
protected $treeMethodDataType = '';
protected $walsAlphaType = DoubleHparamSearchSpace::class;
protected $walsAlphaDataType = '';
/**
* @param StringHparamSearchSpace
*/
public function setActivationFn(StringHparamSearchSpace $activationFn)
{
$this->activationFn = $activationFn;
}
/**
* @return StringHparamSearchSpace
*/
public function getActivationFn()
{
return $this->activationFn;
}
/**
* @param IntHparamSearchSpace
*/
public function setBatchSize(IntHparamSearchSpace $batchSize)
{
$this->batchSize = $batchSize;
}
/**
* @return IntHparamSearchSpace
*/
public function getBatchSize()
{
return $this->batchSize;
}
/**
* @param StringHparamSearchSpace
*/
public function setBoosterType(StringHparamSearchSpace $boosterType)
{
$this->boosterType = $boosterType;
}
/**
* @return StringHparamSearchSpace
*/
public function getBoosterType()
{
return $this->boosterType;
}
/**
* @param DoubleHparamSearchSpace
*/
public function setColsampleBylevel(DoubleHparamSearchSpace $colsampleBylevel)
{
$this->colsampleBylevel = $colsampleBylevel;
}
/**
* @return DoubleHparamSearchSpace
*/
public function getColsampleBylevel()
{
return $this->colsampleBylevel;
}
/**
* @param DoubleHparamSearchSpace
*/
public function setColsampleBynode(DoubleHparamSearchSpace $colsampleBynode)
{
$this->colsampleBynode = $colsampleBynode;
}
/**
* @return DoubleHparamSearchSpace
*/
public function getColsampleBynode()
{
return $this->colsampleBynode;
}
/**
* @param DoubleHparamSearchSpace
*/
public function setColsampleBytree(DoubleHparamSearchSpace $colsampleBytree)
{
$this->colsampleBytree = $colsampleBytree;
}
/**
* @return DoubleHparamSearchSpace
*/
public function getColsampleBytree()
{
return $this->colsampleBytree;
}
/**
* @param StringHparamSearchSpace
*/
public function setDartNormalizeType(StringHparamSearchSpace $dartNormalizeType)
{
$this->dartNormalizeType = $dartNormalizeType;
}
/**
* @return StringHparamSearchSpace
*/
public function getDartNormalizeType()
{
return $this->dartNormalizeType;
}
/**
* @param DoubleHparamSearchSpace
*/
public function setDropout(DoubleHparamSearchSpace $dropout)
{
$this->dropout = $dropout;
}
/**
* @return DoubleHparamSearchSpace
*/
public function getDropout()
{
return $this->dropout;
}
/**
* @param IntArrayHparamSearchSpace
*/
public function setHiddenUnits(IntArrayHparamSearchSpace $hiddenUnits)
{
$this->hiddenUnits = $hiddenUnits;
}
/**
* @return IntArrayHparamSearchSpace
*/
public function getHiddenUnits()
{
return $this->hiddenUnits;
}
/**
* @param DoubleHparamSearchSpace
*/
public function setL1Reg(DoubleHparamSearchSpace $l1Reg)
{
$this->l1Reg = $l1Reg;
}
/**
* @return DoubleHparamSearchSpace
*/
public function getL1Reg()
{
return $this->l1Reg;
}
/**
* @param DoubleHparamSearchSpace
*/
public function setL2Reg(DoubleHparamSearchSpace $l2Reg)
{
$this->l2Reg = $l2Reg;
}
/**
* @return DoubleHparamSearchSpace
*/
public function getL2Reg()
{
return $this->l2Reg;
}
/**
* @param DoubleHparamSearchSpace
*/
public function setLearnRate(DoubleHparamSearchSpace $learnRate)
{
$this->learnRate = $learnRate;
}
/**
* @return DoubleHparamSearchSpace
*/
public function getLearnRate()
{
return $this->learnRate;
}
/**
* @param IntHparamSearchSpace
*/
public function setMaxTreeDepth(IntHparamSearchSpace $maxTreeDepth)
{
$this->maxTreeDepth = $maxTreeDepth;
}
/**
* @return IntHparamSearchSpace
*/
public function getMaxTreeDepth()
{
return $this->maxTreeDepth;
}
/**
* @param DoubleHparamSearchSpace
*/
public function setMinSplitLoss(DoubleHparamSearchSpace $minSplitLoss)
{
$this->minSplitLoss = $minSplitLoss;
}
/**
* @return DoubleHparamSearchSpace
*/
public function getMinSplitLoss()
{
return $this->minSplitLoss;
}
/**
* @param IntHparamSearchSpace
*/
public function setMinTreeChildWeight(IntHparamSearchSpace $minTreeChildWeight)
{
$this->minTreeChildWeight = $minTreeChildWeight;
}
/**
* @return IntHparamSearchSpace
*/
public function getMinTreeChildWeight()
{
return $this->minTreeChildWeight;
}
/**
* @param IntHparamSearchSpace
*/
public function setNumClusters(IntHparamSearchSpace $numClusters)
{
$this->numClusters = $numClusters;
}
/**
* @return IntHparamSearchSpace
*/
public function getNumClusters()
{
return $this->numClusters;
}
/**
* @param IntHparamSearchSpace
*/
public function setNumFactors(IntHparamSearchSpace $numFactors)
{
$this->numFactors = $numFactors;
}
/**
* @return IntHparamSearchSpace
*/
public function getNumFactors()
{
return $this->numFactors;
}
/**
* @param IntHparamSearchSpace
*/
public function setNumParallelTree(IntHparamSearchSpace $numParallelTree)
{
$this->numParallelTree = $numParallelTree;
}
/**
* @return IntHparamSearchSpace
*/
public function getNumParallelTree()
{
return $this->numParallelTree;
}
/**
* @param StringHparamSearchSpace
*/
public function setOptimizer(StringHparamSearchSpace $optimizer)
{
$this->optimizer = $optimizer;
}
/**
* @return StringHparamSearchSpace
*/
public function getOptimizer()
{
return $this->optimizer;
}
/**
* @param DoubleHparamSearchSpace
*/
public function setSubsample(DoubleHparamSearchSpace $subsample)
{
$this->subsample = $subsample;
}
/**
* @return DoubleHparamSearchSpace
*/
public function getSubsample()
{
return $this->subsample;
}
/**
* @param StringHparamSearchSpace
*/
public function setTreeMethod(StringHparamSearchSpace $treeMethod)
{
$this->treeMethod = $treeMethod;
}
/**
* @return StringHparamSearchSpace
*/
public function getTreeMethod()
{
return $this->treeMethod;
}
/**
* @param DoubleHparamSearchSpace
*/
public function setWalsAlpha(DoubleHparamSearchSpace $walsAlpha)
{
$this->walsAlpha = $walsAlpha;
}
/**
* @return DoubleHparamSearchSpace
*/
public function getWalsAlpha()
{
return $this->walsAlpha;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(HparamSearchSpaces::class, 'Google_Service_Bigquery_HparamSearchSpaces');