More types.

src/FactorGraphs/ScheduleSequence.php

@@ -4,6 +4,9 @@ namespace DNW\Skills\FactorGraphs;
 
 class ScheduleSequence extends Schedule
 {
+    /**
+     * @param Schedule[] $schedules
+     */
     public function __construct(string $name, private readonly array $schedules)
     {
         parent::__construct($name);

src/Numerics/BasicMath.php

@@ -24,7 +24,7 @@ class BasicMath
     /**
      * Sums the items in $itemsToSum
      *
-     * @param  array    $itemsToSum The items to sum,
+     * @param  mixed[]    $itemsToSum The items to sum,
      * @param  \Closure $callback   The function to apply to each array element before summing.
      * @return number The sum.
      */

src/Numerics/Vector.php

@@ -4,6 +4,9 @@ namespace DNW\Skills\Numerics;
 
 class Vector extends Matrix
 {
+    /**
+     * @param float[] $vectorValues
+     */
     public function __construct(array $vectorValues)
     {
         $columnValues = [];

src/TrueSkill/FactorGraphTrueSkillCalculator.php

@@ -91,6 +91,9 @@ class FactorGraphTrueSkillCalculator extends SkillCalculator
         return exp($expPart) * sqrt($sqrtPart);
     }
 
+    /**
+     * @var Team[] $teamAssignmentsList
+     */
     private static function getPlayerMeansVector(array $teamAssignmentsList): Vector
     {
         // A simple vector of all the player means.
@@ -102,6 +105,9 @@ class FactorGraphTrueSkillCalculator extends SkillCalculator
         );
     }
 
+    /**
+     * @var Team[] $teamAssignmentsList
+     */
     private static function getPlayerCovarianceMatrix(array $teamAssignmentsList): DiagonalMatrix
     {
         // This is a square matrix whose diagonal values represent the variance (square of standard deviation) of all
@@ -117,6 +123,7 @@ class FactorGraphTrueSkillCalculator extends SkillCalculator
     
     /**
      * Helper function that gets a list of values for all player ratings
+     * @var Team[] $teamAssignmentsList
      * @return int[]
      */
     private static function getPlayerRatingValues(array $teamAssignmentsList, \Closure $playerRatingFunction): array

src/TrueSkill/Factors/GaussianWeightedSumFactor.php

@@ -5,6 +5,7 @@ namespace DNW\Skills\TrueSkill\Factors;
 use DNW\Skills\FactorGraphs\Message;
 use DNW\Skills\FactorGraphs\Variable;
 use DNW\Skills\Guard;
+use DNW\Skills\Team;
 use DNW\Skills\Numerics\BasicMath;
 use DNW\Skills\Numerics\GaussianDistribution;
 
@@ -15,18 +16,26 @@ use DNW\Skills\Numerics\GaussianDistribution;
  */
 class GaussianWeightedSumFactor extends GaussianFactor
 {
+    /**
+     * @var array<float[]> $variableIndexOrdersForWeights
+     */
     private array $variableIndexOrdersForWeights = [];
 
-
     /**
      * This following is used for convenience, for example, the first entry is [0, 1, 2]
      * corresponding to v[0] = a1*v[1] + a2*v[2]
-     * @var array<int[]> $weights
+     * @var array<float[]> $weights
      */
     private array $weights = [];
-
+    /**
+     * @var array<float[]> $weightsSquared
+     */
     private array $weightsSquared = [];
 
+    /**
+     * @param Variable[] $variablesToSum
+     * @param array<float> $variableWeights
+     */
     public function __construct(Variable $sumVariable, array $variablesToSum, array $variableWeights = null)
     {
         parent::__construct(self::createName($sumVariable, $variablesToSum, $variableWeights));
@@ -132,6 +141,12 @@ class GaussianWeightedSumFactor extends GaussianFactor
         return $result;
     }
 
+    /**
+     * @param float[] $weights
+     * @param float[] $weightsSquared
+     * @param Message[] $messages
+     * @param Variable[] $variables
+     */
     private function updateHelper(array $weights, array $weightsSquared, array $messages, array $variables): float
     {
         // Potentially look at http://mathworld.wolfram.com/NormalSumDistribution.html for clues as

src/TrueSkill/Layers/PlayerPerformancesToTeamPerformancesLayer.php

@@ -6,6 +6,7 @@ use DNW\Skills\FactorGraphs\ScheduleStep;
 use DNW\Skills\FactorGraphs\ScheduleSequence;
 use DNW\Skills\PartialPlay;
 use DNW\Skills\Player;
+use DNW\Skills\Team;
 use DNW\Skills\TrueSkill\Factors\GaussianWeightedSumFactor;
 use DNW\Skills\FactorGraphs\Variable;