Fix coding style

Author: andrewdalpino

benchmarks/Graph/Trees/VantageTreeBench.php

@@ -20,7 +20,7 @@ class VantageTreeBench
     protected $dataset;
 
     /**
-     * @var \Rubix\ML\Graph\Trees\VantageTree
+     * @var VantageTree
      */
     protected $tree;
 

src/Datasets/Generators/Blob.php

@@ -44,8 +44,8 @@ class Blob implements Generator
     /**
      * Fit a Blob generator to the samples in a dataset.
      *
-     * @param \Rubix\ML\Datasets\Dataset $dataset
-     * @throws \Rubix\ML\Exceptions\InvalidArgumentException
+     * @param Dataset $dataset
+     * @throws InvalidArgumentException
      * @return self
      */
     public static function simulate(Dataset $dataset) : self

src/Graph/Nodes/VantagePoint.php

@@ -46,8 +46,8 @@ class VantagePoint implements Hypersphere, HasBinaryChildren
     /**
      * Factory method to build a hypersphere by splitting the dataset into left and right clusters.
      *
-     * @param \Rubix\ML\Datasets\Labeled $dataset
-     * @param \Rubix\ML\Kernels\Distance\Distance $kernel
+     * @param Labeled $dataset
+     * @param Distance $kernel
      * @return self
      */
     public static function split(Labeled $dataset, Distance $kernel) : self
@@ -128,7 +128,7 @@ public function radius() : float
     /**
      * Return the left and right subsets of the training data.
      *
-     * @throws \Rubix\ML\Exceptions\RuntimeException
+     * @throws RuntimeException
      * @return array{\Rubix\ML\Datasets\Labeled,\Rubix\ML\Datasets\Labeled}
      */
     public function subsets() : array

src/Graph/Trees/VantageTree.php

@@ -44,7 +44,7 @@ class VantageTree implements BinaryTree, Spatial
     /**
      * The distance function to use when computing the distances.
      *
-     * @var \Rubix\ML\Kernels\Distance\Distance
+     * @var Distance
      */
     protected $kernel;
 
@@ -106,7 +106,7 @@ public function bare() : bool
     /**
      * Return the distance kernel used to compute distances.
      *
-     * @return \Rubix\ML\Kernels\Distance\Distance
+     * @return Distance
      */
     public function kernel() : Distance
     {
@@ -119,8 +119,8 @@ public function kernel() : Distance
      *
      * @internal
      *
-     * @param \Rubix\ML\Datasets\Labeled $dataset
-     * @throws \Rubix\ML\Exceptions\InvalidArgumentException
+     * @param Labeled $dataset
+     * @throws InvalidArgumentException
      */
     public function grow(Labeled $dataset) : void
     {
@@ -169,7 +169,7 @@ public function grow(Labeled $dataset) : void
      *
      * @param (string|int|float)[] $sample
      * @param int $k
-     * @throws \Rubix\ML\Exceptions\InvalidArgumentException
+     * @throws InvalidArgumentException
      * @return array<array<mixed>>
      */
     public function nearest(array $sample, int $k = 1) : array
@@ -240,7 +240,7 @@ public function nearest(array $sample, int $k = 1) : array
      *
      * @param (string|int|float)[] $sample
      * @param float $radius
-     * @throws \Rubix\ML\Exceptions\InvalidArgumentException
+     * @throws InvalidArgumentException
      * @return array<array<mixed>>
      */
     public function range(array $sample, float $radius) : array

tests/Graph/Nodes/VantagePointTest.php

@@ -28,7 +28,7 @@ class VantagePointTest extends TestCase
     protected const RADIUS = 1.5;
 
     /**
-     * @var \Rubix\ML\Graph\Nodes\VantagePoint
+     * @var VantagePoint
      */
     protected $node;
 

tests/Graph/Trees/VantageTreeTest.php

@@ -22,12 +22,12 @@ class VantageTreeTest extends TestCase
     protected const RANDOM_SEED = 0;
 
     /**
-     * @var \Rubix\ML\Datasets\Generators\Agglomerate
+     * @var Agglomerate
      */
     protected $generator;
 
     /**
-     * @var \Rubix\ML\Graph\Trees\VantageTree
+     * @var VantageTree
      */
     protected $tree;