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https://github.com/furyfire/trueskill.git
synced 2025-01-16 01:47:39 +00:00
First pass at building the graph, but still off from running it
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@ -93,7 +93,7 @@ class GaussianWeightedSumFactor extends GaussianFactor
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}
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}
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$currentWeights[$currentDestinationWeightIndex] = $currentWeight;
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$currentWeights[$currentDestinationWeightIndex] = $currentWeight;
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$currentWeightsSquared[$currentDestinationWeightIndex] = $currentWeight*currentWeight;
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$currentWeightsSquared[$currentDestinationWeightIndex] = $currentWeight*$currentWeight;
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$variableIndices[$currentDestinationWeightIndex + 1] = $currentWeightSourceIndex + 1;
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$variableIndices[$currentDestinationWeightIndex + 1] = $currentWeightSourceIndex + 1;
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$currentDestinationWeightIndex++;
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$currentDestinationWeightIndex++;
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@ -29,7 +29,8 @@ class IteratedTeamDifferencesInnerLayer extends TrueSkillFactorGraphLayer
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public function buildLayer()
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public function buildLayer()
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{
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{
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$this->_TeamPerformancesToTeamPerformanceDifferencesLayer->setInputVariablesGroups($this->getInputVariablesGroups());
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$inputVariablesGroups = $this->getInputVariablesGroups();
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$this->_TeamPerformancesToTeamPerformanceDifferencesLayer->setInputVariablesGroups($inputVariablesGroups);
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$this->_TeamPerformancesToTeamPerformanceDifferencesLayer->buildLayer();
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$this->_TeamPerformancesToTeamPerformanceDifferencesLayer->buildLayer();
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$this->_TeamDifferencesComparisonLayer->setInputVariablesGroups(
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$this->_TeamDifferencesComparisonLayer->setInputVariablesGroups(
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@ -27,12 +27,13 @@ class PlayerPerformancesToTeamPerformancesLayer extends TrueSkillFactorGraphLaye
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{
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{
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foreach ($this->getInputVariablesGroups() as $currentTeam)
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foreach ($this->getInputVariablesGroups() as $currentTeam)
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{
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{
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$teamPerformance = $this->createOutputVariable($currentTeam);
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$teamPerformance = &$this->createOutputVariable($currentTeam);
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$this->addLayerFactor($this->createPlayerToTeamSumFactor($currentTeam, $teamPerformance));
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$newSumFactor = $this->createPlayerToTeamSumFactor($currentTeam, $teamPerformance);
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$this->addLayerFactor($newSumFactor);
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// REVIEW: Does it make sense to have groups of one?
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// REVIEW: Does it make sense to have groups of one?
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$outputVariablesGroups = $this->getOutputVariablesGroups();
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$outputVariablesGroups = &$this->getOutputVariablesGroups();
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$outputVariablesGroups = $teamPerformance;
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$outputVariablesGroups[] = array($teamPerformance);
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}
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}
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}
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}
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@ -27,7 +27,8 @@ class PlayerSkillsToPerformancesLayer extends TrueSkillFactorGraphLayer
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foreach ($currentTeam as $playerSkillVariable)
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foreach ($currentTeam as $playerSkillVariable)
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{
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{
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$playerPerformance = $this->createOutputVariable($playerSkillVariable->getKey());
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$playerPerformance = $this->createOutputVariable($playerSkillVariable->getKey());
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$this->addLayerFactor($this->createLikelihood($playerSkillVariable, $playerPerformance));
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$newLikelihoodFactor = $this->createLikelihood($playerSkillVariable, $playerPerformance);
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$this->addLayerFactor($newLikelihoodFactor);
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$currentTeamPlayerPerformances[] = &$playerPerformance;
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$currentTeamPlayerPerformances[] = &$playerPerformance;
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}
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}
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@ -20,16 +20,17 @@ class TeamPerformancesToTeamPerformanceDifferencesLayer extends TrueSkillFactorG
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public function buildLayer()
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public function buildLayer()
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{
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{
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$inputVariablesGroup = $this->getInputVariablesGroups();
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$inputVariablesGroups = &$this->getInputVariablesGroups();
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$inputVariablesGroupCount = count($inputVariablesGroup);
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$inputVariablesGroupsCount = count($inputVariablesGroups);
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for ($i = 0; $i < $inputVariablesGroupCount - 1; $i++)
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for ($i = 0; $i < $inputVariablesGroupsCount - 1; $i++)
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{
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{
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$strongerTeam = $inputVariablesGroups[$i][0];
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$strongerTeam = $inputVariablesGroups[$i][0];
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$weakerTeam = $inputVariablesGroups[$i + 1][0];
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$weakerTeam = $inputVariablesGroups[$i + 1][0];
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$currentDifference = $this->createOutputVariable();
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$currentDifference = $this->createOutputVariable();
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$this->addLayerFactor($this->createTeamPerformanceToDifferenceFactor($strongerTeam, $weakerTeam, currentDifference));
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$newDifferencesFactor = $this->createTeamPerformanceToDifferenceFactor($strongerTeam, $weakerTeam, $currentDifference);
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$this->addLayerFactor($newDifferencesFactor);
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// REVIEW: Does it make sense to have groups of one?
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// REVIEW: Does it make sense to have groups of one?
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$outputVariablesGroup = $this->getOutputVariablesGroups();
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$outputVariablesGroup = $this->getOutputVariablesGroups();
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@ -40,7 +41,9 @@ class TeamPerformancesToTeamPerformanceDifferencesLayer extends TrueSkillFactorG
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private function createTeamPerformanceToDifferenceFactor(
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private function createTeamPerformanceToDifferenceFactor(
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Variable &$strongerTeam, Variable &$weakerTeam, Variable &$output)
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Variable &$strongerTeam, Variable &$weakerTeam, Variable &$output)
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{
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{
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return new GaussianWeightedSumFactor($output, array($strongerTeam, $weakerTeam), array(1.0, -1.0));
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$teams = array($strongerTeam, $weakerTeam);
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$weights = array(1.0, -1.0);
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return new GaussianWeightedSumFactor($output, $teams, $weights);
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}
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}
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private function createOutputVariable()
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private function createOutputVariable()
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