add dtype

mateogianolio · Aug 6, 2019 · df5e1fa · df5e1fa
1 parent bc9835b
commit df5e1fa
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diff --git a/.gitignore b/.gitignore
@@ -3,3 +3,4 @@ node_modules
 coverage
 .DS_Store
 built
+benchmarks
diff --git a/benchmarks/Matrix/add.png b/benchmarks/Matrix/add.png
diff --git a/benchmarks/Matrix/augment.png b/benchmarks/Matrix/augment.png
diff --git a/benchmarks/Matrix/binOp.png b/benchmarks/Matrix/binOp.png
diff --git a/benchmarks/Matrix/det.png b/benchmarks/Matrix/det.png
diff --git a/benchmarks/Matrix/determinant.png b/benchmarks/Matrix/determinant.png
diff --git a/benchmarks/Matrix/diag.png b/benchmarks/Matrix/diag.png
diff --git a/benchmarks/Matrix/eig.png b/benchmarks/Matrix/eig.png
diff --git a/benchmarks/Matrix/gauss.png b/benchmarks/Matrix/gauss.png
diff --git a/benchmarks/Matrix/inv.png b/benchmarks/Matrix/inv.png
diff --git a/benchmarks/Matrix/inverse.png b/benchmarks/Matrix/inverse.png
diff --git a/benchmarks/Matrix/lu.png b/benchmarks/Matrix/lu.png
diff --git a/benchmarks/Matrix/lu_factor.png b/benchmarks/Matrix/lu_factor.png
diff --git a/benchmarks/Matrix/magic.png b/benchmarks/Matrix/magic.png
diff --git a/benchmarks/Matrix/multiply.png b/benchmarks/Matrix/multiply.png
diff --git a/benchmarks/Matrix/plu.png b/benchmarks/Matrix/plu.png
diff --git a/benchmarks/Matrix/product.png b/benchmarks/Matrix/product.png
diff --git a/benchmarks/Matrix/rank.png b/benchmarks/Matrix/rank.png
diff --git a/benchmarks/Matrix/rowAdd.png b/benchmarks/Matrix/rowAdd.png
diff --git a/benchmarks/Matrix/scale.png b/benchmarks/Matrix/scale.png
diff --git a/benchmarks/Matrix/solve.png b/benchmarks/Matrix/solve.png
diff --git a/benchmarks/Matrix/square.png b/benchmarks/Matrix/square.png
diff --git a/benchmarks/Matrix/subtract.png b/benchmarks/Matrix/subtract.png
diff --git a/benchmarks/Matrix/swap.png b/benchmarks/Matrix/swap.png
diff --git a/benchmarks/Matrix/toArray.png b/benchmarks/Matrix/toArray.png
diff --git a/benchmarks/Matrix/toString.png b/benchmarks/Matrix/toString.png
diff --git a/benchmarks/Matrix/trace.png b/benchmarks/Matrix/trace.png
diff --git a/benchmarks/Matrix/transpose.png b/benchmarks/Matrix/transpose.png
diff --git a/benchmarks/NDArray/abs.png b/benchmarks/NDArray/abs.png
diff --git a/benchmarks/NDArray/acos.png b/benchmarks/NDArray/acos.png
diff --git a/benchmarks/NDArray/acosh.png b/benchmarks/NDArray/acosh.png
diff --git a/benchmarks/NDArray/add.png b/benchmarks/NDArray/add.png
diff --git a/benchmarks/NDArray/asin.png b/benchmarks/NDArray/asin.png
diff --git a/benchmarks/NDArray/asinh.png b/benchmarks/NDArray/asinh.png
diff --git a/benchmarks/NDArray/atan.png b/benchmarks/NDArray/atan.png
diff --git a/benchmarks/NDArray/atanh.png b/benchmarks/NDArray/atanh.png
diff --git a/benchmarks/NDArray/binOp.png b/benchmarks/NDArray/binOp.png
diff --git a/benchmarks/NDArray/cbrt.png b/benchmarks/NDArray/cbrt.png
diff --git a/benchmarks/NDArray/ceil.png b/benchmarks/NDArray/ceil.png
diff --git a/benchmarks/NDArray/check.png b/benchmarks/NDArray/check.png
diff --git a/benchmarks/NDArray/copy.png b/benchmarks/NDArray/copy.png
diff --git a/benchmarks/NDArray/cos.png b/benchmarks/NDArray/cos.png
diff --git a/benchmarks/NDArray/cosh.png b/benchmarks/NDArray/cosh.png
diff --git a/benchmarks/NDArray/dot.png b/benchmarks/NDArray/dot.png
diff --git a/benchmarks/NDArray/each.png b/benchmarks/NDArray/each.png
diff --git a/benchmarks/NDArray/equals.png b/benchmarks/NDArray/equals.png
diff --git a/benchmarks/NDArray/equidimensional.png b/benchmarks/NDArray/equidimensional.png
diff --git a/benchmarks/NDArray/equilateral.png b/benchmarks/NDArray/equilateral.png
diff --git a/benchmarks/NDArray/exp.png b/benchmarks/NDArray/exp.png
diff --git a/benchmarks/NDArray/expm1.png b/benchmarks/NDArray/expm1.png
diff --git a/benchmarks/NDArray/eye.png b/benchmarks/NDArray/eye.png
diff --git a/benchmarks/NDArray/fill.png b/benchmarks/NDArray/fill.png
diff --git a/benchmarks/NDArray/floor.png b/benchmarks/NDArray/floor.png
diff --git a/benchmarks/NDArray/fround.png b/benchmarks/NDArray/fround.png
diff --git a/benchmarks/NDArray/get.png b/benchmarks/NDArray/get.png
diff --git a/benchmarks/NDArray/log.png b/benchmarks/NDArray/log.png
diff --git a/benchmarks/NDArray/log10.png b/benchmarks/NDArray/log10.png
diff --git a/benchmarks/NDArray/log1p.png b/benchmarks/NDArray/log1p.png
diff --git a/benchmarks/NDArray/log2.png b/benchmarks/NDArray/log2.png
diff --git a/benchmarks/NDArray/magnitude.png b/benchmarks/NDArray/magnitude.png
diff --git a/benchmarks/NDArray/map.png b/benchmarks/NDArray/map.png
diff --git a/benchmarks/NDArray/max.png b/benchmarks/NDArray/max.png
diff --git a/benchmarks/NDArray/min.png b/benchmarks/NDArray/min.png
diff --git a/benchmarks/NDArray/norm.png b/benchmarks/NDArray/norm.png
diff --git a/benchmarks/NDArray/ones.png b/benchmarks/NDArray/ones.png
diff --git a/benchmarks/NDArray/pow.png b/benchmarks/NDArray/pow.png
diff --git a/benchmarks/NDArray/product.png b/benchmarks/NDArray/product.png
diff --git a/benchmarks/NDArray/random.png b/benchmarks/NDArray/random.png
diff --git a/benchmarks/NDArray/range.png b/benchmarks/NDArray/range.png
diff --git a/benchmarks/NDArray/reduce.png b/benchmarks/NDArray/reduce.png
diff --git a/benchmarks/NDArray/reshape.png b/benchmarks/NDArray/reshape.png
diff --git a/benchmarks/NDArray/round.png b/benchmarks/NDArray/round.png
diff --git a/benchmarks/NDArray/scale.png b/benchmarks/NDArray/scale.png
diff --git a/benchmarks/NDArray/set.png b/benchmarks/NDArray/set.png
diff --git a/benchmarks/NDArray/sign.png b/benchmarks/NDArray/sign.png
diff --git a/benchmarks/NDArray/sin.png b/benchmarks/NDArray/sin.png
diff --git a/benchmarks/NDArray/sinh.png b/benchmarks/NDArray/sinh.png
diff --git a/benchmarks/NDArray/sqrt.png b/benchmarks/NDArray/sqrt.png
diff --git a/benchmarks/NDArray/subtract.png b/benchmarks/NDArray/subtract.png
diff --git a/benchmarks/NDArray/tan.png b/benchmarks/NDArray/tan.png
diff --git a/benchmarks/NDArray/tanh.png b/benchmarks/NDArray/tanh.png
diff --git a/benchmarks/NDArray/trunc.png b/benchmarks/NDArray/trunc.png
diff --git a/benchmarks/NDArray/zeros.png b/benchmarks/NDArray/zeros.png
diff --git a/benchmarks/Vector/add.png b/benchmarks/Vector/add.png
diff --git a/benchmarks/Vector/angle.png b/benchmarks/Vector/angle.png
diff --git a/benchmarks/Vector/binOp.png b/benchmarks/Vector/binOp.png
diff --git a/benchmarks/Vector/combine.png b/benchmarks/Vector/combine.png
diff --git a/benchmarks/Vector/cross.png b/benchmarks/Vector/cross.png
diff --git a/benchmarks/Vector/dot.png b/benchmarks/Vector/dot.png
diff --git a/benchmarks/Vector/normalize.png b/benchmarks/Vector/normalize.png
diff --git a/benchmarks/Vector/project.png b/benchmarks/Vector/project.png
diff --git a/benchmarks/Vector/push.png b/benchmarks/Vector/push.png
diff --git a/benchmarks/Vector/scale.png b/benchmarks/Vector/scale.png
diff --git a/benchmarks/Vector/subtract.png b/benchmarks/Vector/subtract.png
diff --git a/benchmarks/Vector/toArray.png b/benchmarks/Vector/toArray.png
diff --git a/benchmarks/Vector/toString.png b/benchmarks/Vector/toString.png
diff --git a/dist/vectorious.min.js b/dist/vectorious.min.js
diff --git a/docs/assets/js/search.js b/docs/assets/js/search.js
diff --git a/docs/classes/matrix.html b/docs/classes/matrix.html
diff --git a/docs/classes/ndarray.html b/docs/classes/ndarray.html
diff --git a/docs/classes/vector.html b/docs/classes/vector.html
diff --git a/docs/index.html b/docs/index.html
diff --git a/docs/interfaces/indarray.html b/docs/interfaces/indarray.html
@@ -90,9 +90,9 @@ <h2>Index</h2>
 							<h3>Properties</h3>
 							<ul class="tsd-index-list">
 								<li class="tsd-kind-property tsd-parent-kind-interface"><a href="indarray.html#data" class="tsd-kind-icon">data</a></li>
+								<li class="tsd-kind-property tsd-parent-kind-interface"><a href="indarray.html#dtype" class="tsd-kind-icon">dtype</a></li>
 								<li class="tsd-kind-property tsd-parent-kind-interface"><a href="indarray.html#length" class="tsd-kind-icon">length</a></li>
 								<li class="tsd-kind-property tsd-parent-kind-interface"><a href="indarray.html#shape" class="tsd-kind-icon">shape</a></li>
-								<li class="tsd-kind-property tsd-parent-kind-interface"><a href="indarray.html#type" class="tsd-kind-icon">type</a></li>
 							</ul>
 						</section>
 					</div>
@@ -106,37 +106,37 @@ <h3>data</h3>
 					<div class="tsd-signature tsd-kind-icon">data<span class="tsd-signature-symbol">:</span> <a href="../index.html#typedarray" class="tsd-signature-type">TypedArray</a></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/mateogianolio/vectorious/blob/4969c7c/src/types.ts#L24">types.ts:24</a></li>
+							<li>Defined in <a href="https://github.com/mateogianolio/vectorious/blob/bc9835b/src/types.ts#L37">types.ts:37</a></li>
 						</ul>
 					</aside>
 				</section>
 				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface">
-					<a name="length" class="tsd-anchor"></a>
-					<h3>length</h3>
-					<div class="tsd-signature tsd-kind-icon">length<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
+					<a name="dtype" class="tsd-anchor"></a>
+					<h3>dtype</h3>
+					<div class="tsd-signature tsd-kind-icon">dtype<span class="tsd-signature-symbol">:</span> <a href="../index.html#dtype" class="tsd-signature-type">DType</a></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/mateogianolio/vectorious/blob/4969c7c/src/types.ts#L25">types.ts:25</a></li>
+							<li>Defined in <a href="https://github.com/mateogianolio/vectorious/blob/bc9835b/src/types.ts#L38">types.ts:38</a></li>
 						</ul>
 					</aside>
 				</section>
 				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface">
-					<a name="shape" class="tsd-anchor"></a>
-					<h3>shape</h3>
-					<div class="tsd-signature tsd-kind-icon">shape<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></div>
+					<a name="length" class="tsd-anchor"></a>
+					<h3>length</h3>
+					<div class="tsd-signature tsd-kind-icon">length<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/mateogianolio/vectorious/blob/4969c7c/src/types.ts#L26">types.ts:26</a></li>
+							<li>Defined in <a href="https://github.com/mateogianolio/vectorious/blob/bc9835b/src/types.ts#L39">types.ts:39</a></li>
 						</ul>
 					</aside>
 				</section>
 				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface">
-					<a name="type" class="tsd-anchor"></a>
-					<h3>type</h3>
-					<div class="tsd-signature tsd-kind-icon">type<span class="tsd-signature-symbol">:</span> <a href="../index.html#typedarrayconstructor" class="tsd-signature-type">TypedArrayConstructor</a></div>
+					<a name="shape" class="tsd-anchor"></a>
+					<h3>shape</h3>
+					<div class="tsd-signature tsd-kind-icon">shape<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/mateogianolio/vectorious/blob/4969c7c/src/types.ts#L27">types.ts:27</a></li>
+							<li>Defined in <a href="https://github.com/mateogianolio/vectorious/blob/bc9835b/src/types.ts#L40">types.ts:40</a></li>
 						</ul>
 					</aside>
 				</section>
@@ -170,18 +170,21 @@ <h3>type</h3>
 								<a href="indarray.html#data" class="tsd-kind-icon">data</a>
 							</li>
 							<li class=" tsd-kind-property tsd-parent-kind-interface">
-								<a href="indarray.html#length" class="tsd-kind-icon">length</a>
+								<a href="indarray.html#dtype" class="tsd-kind-icon">dtype</a>
 							</li>
 							<li class=" tsd-kind-property tsd-parent-kind-interface">
-								<a href="indarray.html#shape" class="tsd-kind-icon">shape</a>
+								<a href="indarray.html#length" class="tsd-kind-icon">length</a>
 							</li>
 							<li class=" tsd-kind-property tsd-parent-kind-interface">
-								<a href="indarray.html#type" class="tsd-kind-icon">type</a>
+								<a href="indarray.html#shape" class="tsd-kind-icon">shape</a>
 							</li>
 						</ul>
 					</li>
 				</ul>
 				<ul class="after-current">
+					<li class=" tsd-kind-type-alias">
+						<a href="../index.html#dtype" class="tsd-kind-icon">DType</a>
+					</li>
 					<li class=" tsd-kind-type-alias">
 						<a href="../index.html#typedarray" class="tsd-kind-icon">Typed<wbr>Array</a>
 					</li>
@@ -216,7 +219,16 @@ <h3>type</h3>
 						<a href="../index.html#flatten" class="tsd-kind-icon">flatten</a>
 					</li>
 					<li class=" tsd-kind-function">
-						<a href="../index.html#istypedarray" class="tsd-kind-icon">is<wbr>Typed<wbr>Array</a>
+						<a href="../index.html#get_dtype" class="tsd-kind-icon">get_<wbr>dtype</a>
+					</li>
+					<li class=" tsd-kind-function">
+						<a href="../index.html#get_shape" class="tsd-kind-icon">get_<wbr>shape</a>
+					</li>
+					<li class=" tsd-kind-function">
+						<a href="../index.html#get_type" class="tsd-kind-icon">get_<wbr>type</a>
+					</li>
+					<li class=" tsd-kind-function">
+						<a href="../index.html#is_typed_array" class="tsd-kind-icon">is_<wbr>typed_<wbr>array</a>
 					</li>
 					<li class=" tsd-kind-function tsd-is-not-exported">
 						<a href="../index.html#magichelper" class="tsd-kind-icon">magic<wbr>Helper</a>
@@ -230,12 +242,6 @@ <h3>type</h3>
 					<li class=" tsd-kind-function tsd-has-type-parameter tsd-is-not-exported">
 						<a href="../index.html#rotate" class="tsd-kind-icon">rotate</a>
 					</li>
-					<li class=" tsd-kind-function">
-						<a href="../index.html#shape" class="tsd-kind-icon">shape</a>
-					</li>
-					<li class=" tsd-kind-function">
-						<a href="../index.html#type" class="tsd-kind-icon">type</a>
-					</li>
 				</ul>
 			</nav>
 		</div>

diff --git a/docs/media/Matrix/add.png b/docs/media/Matrix/add.png
diff --git a/docs/media/Matrix/augment.png b/docs/media/Matrix/augment.png
diff --git a/docs/media/Matrix/binOp.png b/docs/media/Matrix/binOp.png
diff --git a/docs/media/Matrix/det.png b/docs/media/Matrix/det.png
diff --git a/docs/media/Matrix/determinant.png b/docs/media/Matrix/determinant.png
diff --git a/docs/media/Matrix/diag.png b/docs/media/Matrix/diag.png
diff --git a/docs/media/Matrix/eig.png b/docs/media/Matrix/eig.png
diff --git a/docs/media/Matrix/gauss.png b/docs/media/Matrix/gauss.png
diff --git a/docs/media/Matrix/inv.png b/docs/media/Matrix/inv.png
diff --git a/docs/media/Matrix/inverse.png b/docs/media/Matrix/inverse.png
diff --git a/docs/media/Matrix/lu.png b/docs/media/Matrix/lu.png
diff --git a/docs/media/Matrix/lu_factor.png b/docs/media/Matrix/lu_factor.png
diff --git a/docs/media/Matrix/magic.png b/docs/media/Matrix/magic.png
diff --git a/docs/media/Matrix/multiply.png b/docs/media/Matrix/multiply.png
diff --git a/docs/media/Matrix/plu.png b/docs/media/Matrix/plu.png
diff --git a/docs/media/Matrix/product.png b/docs/media/Matrix/product.png
diff --git a/docs/media/Matrix/rank.png b/docs/media/Matrix/rank.png
diff --git a/docs/media/Matrix/rowAdd.png b/docs/media/Matrix/rowAdd.png
diff --git a/docs/media/Matrix/scale.png b/docs/media/Matrix/scale.png
diff --git a/docs/media/Matrix/solve.png b/docs/media/Matrix/solve.png
diff --git a/docs/media/Matrix/square.png b/docs/media/Matrix/square.png
diff --git a/docs/media/Matrix/subtract.png b/docs/media/Matrix/subtract.png
diff --git a/docs/media/Matrix/toArray.png b/docs/media/Matrix/toArray.png
diff --git a/docs/media/Matrix/toString.png b/docs/media/Matrix/toString.png
diff --git a/docs/media/Matrix/trace.png b/docs/media/Matrix/trace.png
diff --git a/docs/media/Matrix/transpose.png b/docs/media/Matrix/transpose.png
diff --git a/docs/media/NDArray/abs.png b/docs/media/NDArray/abs.png
diff --git a/docs/media/NDArray/acos.png b/docs/media/NDArray/acos.png
diff --git a/docs/media/NDArray/acosh.png b/docs/media/NDArray/acosh.png
diff --git a/docs/media/NDArray/add.png b/docs/media/NDArray/add.png
diff --git a/docs/media/NDArray/asin.png b/docs/media/NDArray/asin.png
diff --git a/docs/media/NDArray/asinh.png b/docs/media/NDArray/asinh.png
diff --git a/docs/media/NDArray/atan.png b/docs/media/NDArray/atan.png
diff --git a/docs/media/NDArray/atanh.png b/docs/media/NDArray/atanh.png
diff --git a/docs/media/NDArray/binOp.png b/docs/media/NDArray/binOp.png
diff --git a/docs/media/NDArray/cbrt.png b/docs/media/NDArray/cbrt.png
diff --git a/docs/media/NDArray/ceil.png b/docs/media/NDArray/ceil.png
diff --git a/docs/media/NDArray/copy.png b/docs/media/NDArray/copy.png
diff --git a/docs/media/NDArray/cos.png b/docs/media/NDArray/cos.png
diff --git a/docs/media/NDArray/cosh.png b/docs/media/NDArray/cosh.png
diff --git a/docs/media/NDArray/dot.png b/docs/media/NDArray/dot.png
diff --git a/docs/media/NDArray/each.png b/docs/media/NDArray/each.png
diff --git a/docs/media/NDArray/exp.png b/docs/media/NDArray/exp.png
diff --git a/docs/media/NDArray/expm1.png b/docs/media/NDArray/expm1.png
diff --git a/docs/media/NDArray/eye.png b/docs/media/NDArray/eye.png
diff --git a/docs/media/NDArray/fill.png b/docs/media/NDArray/fill.png
diff --git a/docs/media/NDArray/floor.png b/docs/media/NDArray/floor.png
diff --git a/docs/media/NDArray/fround.png b/docs/media/NDArray/fround.png
diff --git a/docs/media/NDArray/log.png b/docs/media/NDArray/log.png
diff --git a/docs/media/NDArray/log10.png b/docs/media/NDArray/log10.png
diff --git a/docs/media/NDArray/log1p.png b/docs/media/NDArray/log1p.png
diff --git a/docs/media/NDArray/log2.png b/docs/media/NDArray/log2.png
diff --git a/docs/media/NDArray/magnitude.png b/docs/media/NDArray/magnitude.png
diff --git a/docs/media/NDArray/map.png b/docs/media/NDArray/map.png
diff --git a/docs/media/NDArray/max.png b/docs/media/NDArray/max.png
diff --git a/docs/media/NDArray/norm.png b/docs/media/NDArray/norm.png
diff --git a/docs/media/NDArray/ones.png b/docs/media/NDArray/ones.png
diff --git a/docs/media/NDArray/pow.png b/docs/media/NDArray/pow.png
diff --git a/docs/media/NDArray/product.png b/docs/media/NDArray/product.png
diff --git a/docs/media/NDArray/random.png b/docs/media/NDArray/random.png
diff --git a/docs/media/NDArray/reshape.png b/docs/media/NDArray/reshape.png
diff --git a/docs/media/NDArray/round.png b/docs/media/NDArray/round.png
diff --git a/docs/media/NDArray/scale.png b/docs/media/NDArray/scale.png
diff --git a/docs/media/NDArray/set.png b/docs/media/NDArray/set.png
diff --git a/docs/media/NDArray/sign.png b/docs/media/NDArray/sign.png
diff --git a/docs/media/NDArray/sin.png b/docs/media/NDArray/sin.png
diff --git a/docs/media/NDArray/sinh.png b/docs/media/NDArray/sinh.png
diff --git a/docs/media/NDArray/sqrt.png b/docs/media/NDArray/sqrt.png
diff --git a/docs/media/NDArray/subtract.png b/docs/media/NDArray/subtract.png
diff --git a/docs/media/NDArray/tan.png b/docs/media/NDArray/tan.png
diff --git a/docs/media/NDArray/tanh.png b/docs/media/NDArray/tanh.png
diff --git a/docs/media/NDArray/trunc.png b/docs/media/NDArray/trunc.png
diff --git a/docs/media/NDArray/zeros.png b/docs/media/NDArray/zeros.png
diff --git a/docs/media/Vector/add.png b/docs/media/Vector/add.png
diff --git a/docs/media/Vector/angle.png b/docs/media/Vector/angle.png
diff --git a/docs/media/Vector/binOp.png b/docs/media/Vector/binOp.png
diff --git a/docs/media/Vector/combine.png b/docs/media/Vector/combine.png
diff --git a/docs/media/Vector/cross.png b/docs/media/Vector/cross.png
diff --git a/docs/media/Vector/dot.png b/docs/media/Vector/dot.png
diff --git a/docs/media/Vector/normalize.png b/docs/media/Vector/normalize.png
diff --git a/docs/media/Vector/project.png b/docs/media/Vector/project.png
diff --git a/docs/media/Vector/scale.png b/docs/media/Vector/scale.png
diff --git a/docs/media/Vector/subtract.png b/docs/media/Vector/subtract.png
diff --git a/docs/media/Vector/toArray.png b/docs/media/Vector/toArray.png
diff --git a/docs/media/Vector/toString.png b/docs/media/Vector/toString.png
diff --git a/gulpfile.js b/gulpfile.js
@@ -11,7 +11,7 @@
       typedoc = require('gulp-typedoc');
 
   gulp.task('clean', function () {
-    return del(['built', 'dist', 'docs']);
+    return del(['built', 'dist']);
   });
 
   gulp.task('docs', function () {
@@ -24,7 +24,6 @@
         out: 'docs/',
         name: 'Vectorious',
         readme: 'none',
-        media: 'benchmarks',
       }))
   });
 

diff --git a/package.json b/package.json
@@ -4,9 +4,9 @@
   "description": "A high performance linear algebra library.",
   "main": "built/index.js",
   "scripts": {
-    "test:node": "nyc mocha -r ts-node/register/transpile-only src/**/*.spec.ts",
+    "test:node": "nyc mocha -r ts-node/register/transpile-only 'src/**/*.spec.ts'",
     "test:single": "mocha -r ts-node/register/transpile-only",
-    "test:browser": "mochify --plugin tsify src/**/*.spec.ts",
+    "test:browser": "mochify --plugin tsify 'src/**/*.spec.ts'",
     "test": "npm run test:node && npm run test:browser",
     "lint": "tslint -p . -c tslint.json 'src/*.ts'",
     "benchmark": "for file in $(ls src/**/*.bench.ts); do ts-node --transpile-only $file; done",
@@ -33,8 +33,8 @@
       "coverage/**",
       "src/**/*.spec.ts",
       "src/**/*.bench.ts",
-      "src/util.ts",
-      "src/bench.ts"
+      "src/bench.ts",
+      "src/types.ts"
     ],
     "reporter": [
       "lcov"

diff --git a/src/Matrix/augment.spec.ts b/src/Matrix/augment.spec.ts
@@ -5,7 +5,7 @@ import {
 
 import { Matrix } from './';
 
-describe('augment', () => {
+describe('(Matrix) augment', () => {
   it('should return current matrix when combined with empty matrix', () => {
     const x: Matrix = new Matrix([[1, 2], [3, 4]]);
 

diff --git a/src/Matrix/det.spec.ts b/src/Matrix/det.spec.ts
@@ -6,7 +6,7 @@ import {
 
 import { Matrix } from './';
 
-describe('det', () => {
+describe('(Matrix) det', () => {
   it('should throw error if matrix is not square', () => {
     const x: Matrix = new Matrix([[0, 0]]);
     throws(() => { x.det(); }, Error);

diff --git a/src/Matrix/diagonal.spec.ts b/src/Matrix/diagonal.spec.ts
@@ -4,7 +4,7 @@ import {
 
 import { Matrix } from './';
 
-describe('diagonal', () => {
+describe('(Matrix) diagonal', () => {
   it('should work as expected', () => {
     const x: Matrix = new Matrix([[1, 2, 3], [4, 5, 6], [7, 8, 9]]);
 

diff --git a/src/Matrix/eig.spec.ts b/src/Matrix/eig.spec.ts
@@ -5,7 +5,7 @@ import {
 
 import { Matrix } from './';
 
-describe('eig', () => {
+describe('(Matrix) eig', () => {
   it('should throw error if matrix is not square', () => {
     const x: Matrix = new Matrix([[1, 2]]);
 

diff --git a/src/Matrix/eig.ts b/src/Matrix/eig.ts
@@ -1,3 +1,5 @@
+import { get_type } from '../util';
+
 import { Matrix } from './';
 
 let nlapack: any;
@@ -30,9 +32,9 @@ Matrix.prototype.eig = function<T extends Matrix>(this: T): [T, T] {
   const [n] = this.shape;
 
   try {
-    if (!(this.data instanceof Float64Array) || !(this.data instanceof Float32Array)) {
-      this.type = Float32Array;
-      this.data = Float32Array.from(this.data);
+    if (!['float32', 'float64'].includes(this.dtype)) {
+      this.dtype = 'float32';
+      this.data = get_type(this.dtype).from(this.data);
     }
 
     const jobvl: typeof nlapack.MatrixEigenvector = nlapack.NoEigenvector;
@@ -44,11 +46,11 @@ Matrix.prototype.eig = function<T extends Matrix>(this: T): [T, T] {
     const vl: T = Matrix.zeros(n, n);
     const vr: T = Matrix.zeros(n, n);
 
-    if (this.data instanceof Float64Array) {
+    if (this.dtype === 'float64') {
       nlapack.dgeev(jobvl, jobvr, n, this.data, n, wr.data, wi.data, vl.data, n, vr.data, n);
     }
 
-    if (this.data instanceof Float32Array) {
+    if (this.dtype === 'float32') {
       nlapack.sgeev(jobvl, jobvr, n, this.data, n, wr.data, wi.data, vl.data, n, vr.data, n);
     }
 

diff --git a/src/Matrix/gauss.spec.ts b/src/Matrix/gauss.spec.ts
@@ -4,7 +4,7 @@ import {
 
 import { Matrix } from './';
 
-describe('gauss', () => {
+describe('(Matrix) gauss', () => {
   it('should work as expected', () => {
     const x: Matrix = new Matrix([[1, 2, 3], [3, 4, 5]]);
     const y: Matrix = new Matrix([[1, 0, -1], [-0, 1, 2]]);

diff --git a/src/Matrix/inv.spec.ts b/src/Matrix/inv.spec.ts
@@ -5,7 +5,7 @@ import {
 
 import { Matrix } from './';
 
-describe('inv', () => {
+describe('(Matrix) inv', () => {
   it('should throw error if matrix is not square', () => {
     const x: Matrix = new Matrix([[1, 2]]);
 

diff --git a/src/Matrix/inv.ts b/src/Matrix/inv.ts
@@ -1,3 +1,5 @@
+import { get_type } from '../util';
+
 import { Matrix } from './';
 
 let nlapack: any;
@@ -13,16 +15,16 @@ Matrix.prototype.inv = function<T extends Matrix>(this: T): T {
   const [n] = this.shape;
 
   try {
-    if (!(this.data instanceof Float64Array) || !(this.data instanceof Float32Array)) {
-      this.type = Float32Array;
-      this.data = Float32Array.from(this.data);
+    if (!['float32', 'float64'].includes(this.dtype)) {
+      this.dtype = 'float32';
+      this.data = get_type(this.dtype).from(this.data);
     }
 
     const ipiv: Int32Array = new Int32Array(n);
-    if (this.data instanceof Float64Array) {
+    if (this.dtype === 'float64') {
       nlapack.dgetrf(n, n, this.data, n, ipiv);
       nlapack.dgetri(n, this.data, n, ipiv);
-    } else if (this.data instanceof Float32Array) {
+    } else if (this.dtype === 'float32') {
       nlapack.sgetrf(n, n, this.data, n, ipiv);
       nlapack.sgetri(n, this.data, n, ipiv);
     }

diff --git a/src/Matrix/lu.spec.ts b/src/Matrix/lu.spec.ts
@@ -4,7 +4,7 @@ import {
 
 import { Matrix } from './';
 
-describe('lu', () => {
+describe('(Matrix) lu', () => {
   it('should work as expected', () => {
     const x: Matrix = new Matrix([[1, 3, 5], [2, 4, 7], [1, 1, 0]]);
     const ys: Matrix[] = [

diff --git a/src/Matrix/lu_factor.spec.ts b/src/Matrix/lu_factor.spec.ts
@@ -4,7 +4,7 @@ import {
 
 import { Matrix } from './';
 
-describe('lu_factor', () => {
+describe('(Matrix) lu_factor', () => {
   it('should work as expected', () => {
     const x: Matrix = new Matrix([[1, 3, 5], [2, 4, 7], [1, 1, 0]]);
     const y: Matrix = new Matrix([[2, 4, 7], [0.5, 1, 1.5], [0.5, -1, -2]]);

diff --git a/src/Matrix/lu_factor.ts b/src/Matrix/lu_factor.ts
@@ -1,3 +1,5 @@
+import { get_type } from '../util';
+
 import { Matrix } from './';
 
 let nlapack: any;
@@ -12,14 +14,14 @@ Matrix.prototype.lu_factor = function<T extends Matrix>(this: T): [T, Int32Array
   const ipiv: Int32Array = new Int32Array(n);
 
   try {
-    if (!(this.data instanceof Float64Array) || !(this.data instanceof Float32Array)) {
-      this.type = Float32Array;
-      this.data = Float32Array.from(this.data);
+    if (!['float32', 'float64'].includes(this.dtype)) {
+      this.dtype = 'float32';
+      this.data = get_type(this.dtype).from(this.data);
     }
 
-    if (this.data instanceof Float64Array) {
+    if (this.dtype === 'float64') {
       nlapack.dgetrf(n, n, this.data, n, ipiv);
-    } else if (this.data instanceof Float32Array) {
+    } else if (this.dtype === 'float32') {
       nlapack.sgetrf(n, n, this.data, n, ipiv);
     }
   } catch (err) {

diff --git a/src/Matrix/magic.spec.ts b/src/Matrix/magic.spec.ts
@@ -5,7 +5,7 @@ import {
 
 import { Matrix } from './';
 
-describe('magic', () => {
+describe('(Matrix) magic', () => {
   it('should throw error if invalid size', () => {
     throws(() => { Matrix.magic(-1); }, Error);
   });

diff --git a/src/Matrix/multiply.spec.ts b/src/Matrix/multiply.spec.ts
@@ -5,7 +5,7 @@ import {
 
 import { Matrix } from './';
 
-describe('multiply', () => {
+describe('(Matrix) multiply', () => {
   it('should throw error if sizes do not match', () => {
     const x: Matrix = new Matrix([[1, 2], [3, 4]]);
     const y: Matrix = new Matrix([[1, 2]]);

diff --git a/src/Matrix/multiply.ts b/src/Matrix/multiply.ts
@@ -1,3 +1,5 @@
+import { get_type } from '../util';
+
 import { Matrix } from './';
 
 let nblas: any;
@@ -18,14 +20,14 @@ Matrix.prototype.multiply = function<T extends Matrix>(this: T, x: T): T {
   const y: Matrix = new Matrix(r1, c2);
 
   try {
-    if (!(this.data instanceof Float64Array) || !(this.data instanceof Float32Array)) {
-      this.type = Float32Array;
-      this.data = Float32Array.from(this.data);
+    if (!['float32', 'float64'].includes(this.dtype)) {
+      this.dtype = 'float32';
+      this.data = get_type(this.dtype).from(this.data);
     }
 
-    if (this.data instanceof Float64Array) {
+    if (this.dtype === 'float64') {
       nblas.dgemm(nblas.NoTrans, nblas.NoTrans, r1, c2, c1, 1, this.data, c1, x.data, c2, 0, y.data, c2);
-    } else if (this.data instanceof Float32Array) {
+    } else if (this.dtype === 'float32') {
       nblas.sgemm(nblas.NoTrans, nblas.NoTrans, r1, c2, c1, 1, this.data, c1, x.data, c2, 0, y.data, c2);
     }
   } catch (err) {

diff --git a/src/Matrix/rank.spec.ts b/src/Matrix/rank.spec.ts
@@ -5,7 +5,7 @@ import {
 
 import { Matrix } from './';
 
-describe('rank', () => {
+describe('(Matrix) rank', () => {
   it('should work as expected', () => {
     const x: Matrix = new Matrix([[1, 2, 1], [-2, -3, 1], [3, 5, 0]]);
     const y: Matrix = new Matrix([[1, 1, 1], [2, 2, 2], [3, 3, 3]]);

diff --git a/src/Matrix/rowAdd.spec.ts b/src/Matrix/rowAdd.spec.ts
@@ -4,7 +4,7 @@ import {
 
 import { Matrix } from './';
 
-describe('rowAdd', () => {
+describe('(Matrix) rowAdd', () => {
   it('should work as expected', () => {
     const x: Matrix = new Matrix([[1, 2], [3, 4]]);
     const y: Matrix = new Matrix([[31, 42], [3, 4]]);

diff --git a/src/Matrix/solve.spec.ts b/src/Matrix/solve.spec.ts
@@ -4,7 +4,7 @@ import {
 
 import { Matrix } from './';
 
-describe('solve', () => {
+describe('(Matrix) solve', () => {
   it('should work as expected', () => {
     const x: Matrix = new Matrix([[1, 3, 5], [2, 4, 7], [1, 1, 0]]);
     const y: Matrix = new Matrix([[1], [3], [5]]);