From 865e54a5e3762825503e24d950c67f458a8b8630 Mon Sep 17 00:00:00 2001
From: Andrew DalPino <me@andrewdalpino.com>
Date: Sun, 14 Jan 2024 17:30:57 -0600
Subject: [PATCH] Fix coding style

---
 benchmarks/Graph/Trees/VantageTreeBench.php |  2 +-
 src/Datasets/Generators/Blob.php            |  4 ++--
 src/Graph/Nodes/VantagePoint.php            |  6 +++---
 src/Graph/Trees/VantageTree.php             | 12 ++++++------
 tests/Graph/Nodes/VantagePointTest.php      |  2 +-
 tests/Graph/Trees/VantageTreeTest.php       |  4 ++--
 6 files changed, 15 insertions(+), 15 deletions(-)

diff --git a/benchmarks/Graph/Trees/VantageTreeBench.php b/benchmarks/Graph/Trees/VantageTreeBench.php
index 59564d7a5..b2e878256 100644
--- a/benchmarks/Graph/Trees/VantageTreeBench.php
+++ b/benchmarks/Graph/Trees/VantageTreeBench.php
@@ -20,7 +20,7 @@ class VantageTreeBench
     protected $dataset;
 
     /**
-     * @var \Rubix\ML\Graph\Trees\VantageTree
+     * @var VantageTree
      */
     protected $tree;
 
diff --git a/src/Datasets/Generators/Blob.php b/src/Datasets/Generators/Blob.php
index 6b41359b6..994d6fa52 100644
--- a/src/Datasets/Generators/Blob.php
+++ b/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
diff --git a/src/Graph/Nodes/VantagePoint.php b/src/Graph/Nodes/VantagePoint.php
index f063278b7..595108452 100644
--- a/src/Graph/Nodes/VantagePoint.php
+++ b/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
diff --git a/src/Graph/Trees/VantageTree.php b/src/Graph/Trees/VantageTree.php
index 88cc267b6..8cc3c5fd9 100644
--- a/src/Graph/Trees/VantageTree.php
+++ b/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
diff --git a/tests/Graph/Nodes/VantagePointTest.php b/tests/Graph/Nodes/VantagePointTest.php
index 10b701f70..64d9a20a2 100644
--- a/tests/Graph/Nodes/VantagePointTest.php
+++ b/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;
 
diff --git a/tests/Graph/Trees/VantageTreeTest.php b/tests/Graph/Trees/VantageTreeTest.php
index acf4a8acb..06c1d75af 100644
--- a/tests/Graph/Trees/VantageTreeTest.php
+++ b/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;