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<!DOCTYPE html>
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<html>
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
<title>Class np
</title>
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<article class="content wrap" id="_content" data-uid="NumSharp.Core.np">
<h1 id="NumSharp_Core_np" data-uid="NumSharp.Core.np" class="text-break">Class np
</h1>
<div class="markdown level0 summary"><p>API bridge between NumSharp and Python NumPy</p>
</div>
<div class="markdown level0 conceptual"></div>
<div class="inheritance">
<h5>Inheritance</h5>
<div class="level0"><span class="xref">System.Object</span></div>
<div class="level1"><span class="xref">np</span></div>
</div>
<div class="inheritedMembers">
<h5>Inherited Members</h5>
<div>
<span class="xref">System.Object.Equals(System.Object)</span>
</div>
<div>
<span class="xref">System.Object.Equals(System.Object, System.Object)</span>
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<span class="xref">System.Object.GetHashCode()</span>
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<span class="xref">System.Object.GetType()</span>
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<span class="xref">System.Object.MemberwiseClone()</span>
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<div>
<span class="xref">System.Object.ReferenceEquals(System.Object, System.Object)</span>
</div>
<div>
<span class="xref">System.Object.ToString()</span>
</div>
</div>
<h6><strong>Namespace</strong>: <a class="xref" href="NumSharp.Core.html">NumSharp.Core</a></h6>
<h6><strong>Assembly</strong>: NumSharp.Core.dll</h6>
<h5 id="NumSharp_Core_np_syntax">Syntax</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static class np</code></pre>
</div>
<h3 id="properties">Properties
</h3>
<span class="small pull-right mobile-hide">
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<h4 id="NumSharp_Core_np_chars" data-uid="NumSharp.Core.np.chars">chars</h4>
<div class="markdown level1 summary"></div>
<div class="markdown level1 conceptual"></div>
<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static Type chars { get; }</code></pre>
</div>
<h5 class="propertyValue">Property Value</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
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<td><span class="xref">System.Type</span></td>
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<h4 id="NumSharp_Core_np_float32" data-uid="NumSharp.Core.np.float32">float32</h4>
<div class="markdown level1 summary"></div>
<div class="markdown level1 conceptual"></div>
<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static Type float32 { get; }</code></pre>
</div>
<h5 class="propertyValue">Property Value</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
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<th>Type</th>
<th>Description</th>
</tr>
</thead>
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<td><span class="xref">System.Type</span></td>
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<h4 id="NumSharp_Core_np_float64" data-uid="NumSharp.Core.np.float64">float64</h4>
<div class="markdown level1 summary"></div>
<div class="markdown level1 conceptual"></div>
<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static Type float64 { get; }</code></pre>
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<h5 class="propertyValue">Property Value</h5>
<table class="table table-bordered table-striped table-condensed">
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<h4 id="NumSharp_Core_np_int16" data-uid="NumSharp.Core.np.int16">int16</h4>
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<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static Type int16 { get; }</code></pre>
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<h5 class="propertyValue">Property Value</h5>
<table class="table table-bordered table-striped table-condensed">
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<th>Type</th>
<th>Description</th>
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<h4 id="NumSharp_Core_np_int32" data-uid="NumSharp.Core.np.int32">int32</h4>
<div class="markdown level1 summary"></div>
<div class="markdown level1 conceptual"></div>
<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static Type int32 { get; }</code></pre>
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<h5 class="propertyValue">Property Value</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
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<td><span class="xref">System.Type</span></td>
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<h4 id="NumSharp_Core_np_int64" data-uid="NumSharp.Core.np.int64">int64</h4>
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<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static Type int64 { get; }</code></pre>
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<h5 class="propertyValue">Property Value</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><span class="xref">System.Type</span></td>
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<h3 id="methods">Methods
</h3>
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<h4 id="NumSharp_Core_np_amax_NumSharp_Core_NDArray_System_Nullable_System_Int32__" data-uid="NumSharp.Core.np.amax(NumSharp.Core.NDArray,System.Nullable{System.Int32})">amax(NDArray, Nullable<Int32>)</h4>
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<div class="markdown level1 conceptual"></div>
<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static NDArray amax(NDArray nd, int? axis = default(int? ))</code></pre>
</div>
<h5 class="parameters">Parameters</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Name</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td><span class="parametername">nd</span></td>
<td></td>
</tr>
<tr>
<td><span class="xref">System.Nullable</span><<span class="xref">System.Int32</span>></td>
<td><span class="parametername">axis</span></td>
<td></td>
</tr>
</tbody>
</table>
<h5 class="returns">Returns</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td></td>
</tr>
</tbody>
</table>
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<h4 id="NumSharp_Core_np_amin_NumSharp_Core_NDArray_System_Nullable_System_Int32__" data-uid="NumSharp.Core.np.amin(NumSharp.Core.NDArray,System.Nullable{System.Int32})">amin(NDArray, Nullable<Int32>)</h4>
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<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static NDArray amin(NDArray nd, int? axis = default(int? ))</code></pre>
</div>
<h5 class="parameters">Parameters</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Name</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td><span class="parametername">nd</span></td>
<td></td>
</tr>
<tr>
<td><span class="xref">System.Nullable</span><<span class="xref">System.Int32</span>></td>
<td><span class="parametername">axis</span></td>
<td></td>
</tr>
</tbody>
</table>
<h5 class="returns">Returns</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td></td>
</tr>
</tbody>
</table>
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<h4 id="NumSharp_Core_np_arange_System_Double_" data-uid="NumSharp.Core.np.arange(System.Double)">arange(Double)</h4>
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<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static NDArray arange(double stop)</code></pre>
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<h5 class="parameters">Parameters</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Name</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><span class="xref">System.Double</span></td>
<td><span class="parametername">stop</span></td>
<td></td>
</tr>
</tbody>
</table>
<h5 class="returns">Returns</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td></td>
</tr>
</tbody>
</table>
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<h4 id="NumSharp_Core_np_arange_System_Double_System_Double_System_Double_" data-uid="NumSharp.Core.np.arange(System.Double,System.Double,System.Double)">arange(Double, Double, Double)</h4>
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<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static NDArray arange(double start, double stop, double step = 1)</code></pre>
</div>
<h5 class="parameters">Parameters</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Name</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><span class="xref">System.Double</span></td>
<td><span class="parametername">start</span></td>
<td></td>
</tr>
<tr>
<td><span class="xref">System.Double</span></td>
<td><span class="parametername">stop</span></td>
<td></td>
</tr>
<tr>
<td><span class="xref">System.Double</span></td>
<td><span class="parametername">step</span></td>
<td></td>
</tr>
</tbody>
</table>
<h5 class="returns">Returns</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td></td>
</tr>
</tbody>
</table>
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<h4 id="NumSharp_Core_np_arange_System_Int32_" data-uid="NumSharp.Core.np.arange(System.Int32)">arange(Int32)</h4>
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<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static NDArray arange(int stop)</code></pre>
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<h5 class="parameters">Parameters</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Name</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><span class="xref">System.Int32</span></td>
<td><span class="parametername">stop</span></td>
<td></td>
</tr>
</tbody>
</table>
<h5 class="returns">Returns</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td></td>
</tr>
</tbody>
</table>
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<h4 id="NumSharp_Core_np_arange_System_Int32_System_Int32_System_Int32_" data-uid="NumSharp.Core.np.arange(System.Int32,System.Int32,System.Int32)">arange(Int32, Int32, Int32)</h4>
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<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static NDArray arange(int start, int stop, int step = 1)</code></pre>
</div>
<h5 class="parameters">Parameters</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Name</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><span class="xref">System.Int32</span></td>
<td><span class="parametername">start</span></td>
<td></td>
</tr>
<tr>
<td><span class="xref">System.Int32</span></td>
<td><span class="parametername">stop</span></td>
<td></td>
</tr>
<tr>
<td><span class="xref">System.Int32</span></td>
<td><span class="parametername">step</span></td>
<td></td>
</tr>
</tbody>
</table>
<h5 class="returns">Returns</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td></td>
</tr>
</tbody>
</table>
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<h4 id="NumSharp_Core_np_array_System_Array_System_Type_System_Int32_" data-uid="NumSharp.Core.np.array(System.Array,System.Type,System.Int32)">array(Array, Type, Int32)</h4>
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<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static NDArray array(Array array, Type dtype = null, int ndim = 1)</code></pre>
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<h5 class="parameters">Parameters</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Name</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><span class="xref">System.Array</span></td>
<td><span class="parametername">array</span></td>
<td></td>
</tr>
<tr>
<td><span class="xref">System.Type</span></td>
<td><span class="parametername">dtype</span></td>
<td></td>
</tr>
<tr>
<td><span class="xref">System.Int32</span></td>
<td><span class="parametername">ndim</span></td>
<td></td>
</tr>
</tbody>
</table>
<h5 class="returns">Returns</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td></td>
</tr>
</tbody>
</table>
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<h4 id="NumSharp_Core_np_array_System_Drawing_Bitmap_" data-uid="NumSharp.Core.np.array(System.Drawing.Bitmap)">array(Bitmap)</h4>
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<h5 class="decalaration">Declaration</h5>
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<pre><code class="lang-csharp hljs">public static NDArray array(Bitmap image)</code></pre>
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<h5 class="parameters">Parameters</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Name</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><span class="xref">System.Drawing.Bitmap</span></td>
<td><span class="parametername">image</span></td>
<td></td>
</tr>
</tbody>
</table>
<h5 class="returns">Returns</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td></td>
</tr>
</tbody>
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<h4 id="NumSharp_Core_np_array__1___0_____" data-uid="NumSharp.Core.np.array``1(``0[][])">array<T>(T[][])</h4>
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<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static NDArray array<T>(T[][] data)</code></pre>
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<h5 class="parameters">Parameters</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Name</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>T[][]</td>
<td><span class="parametername">data</span></td>
<td></td>
</tr>
</tbody>
</table>
<h5 class="returns">Returns</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td></td>
</tr>
</tbody>
</table>
<h5 class="typeParameters">Type Parameters</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Name</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><span class="parametername">T</span></td>
<td></td>
</tr>
</tbody>
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<h4 id="NumSharp_Core_np_asarray_System_Double___System_Int32_" data-uid="NumSharp.Core.np.asarray(System.Double[],System.Int32)">asarray(Double[], Int32)</h4>
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<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public static NDArray asarray(double[] data, int ndim = 1)</code></pre>
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<h5 class="parameters">Parameters</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
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<th>Type</th>
<th>Name</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><span class="xref">System.Double</span>[]</td>
<td><span class="parametername">data</span></td>
<td></td>
</tr>
<tr>
<td><span class="xref">System.Int32</span></td>
<td><span class="parametername">ndim</span></td>
<td></td>
</tr>
</tbody>
</table>
<h5 class="returns">Returns</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td></td>
</tr>
</tbody>
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<h4 id="NumSharp_Core_np_asarray_System_Single_" data-uid="NumSharp.Core.np.asarray(System.Single)">asarray(Single)</h4>
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<h5 class="decalaration">Declaration</h5>
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<pre><code class="lang-csharp hljs">public static NDArray asarray(float data)</code></pre>
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<h5 class="parameters">Parameters</h5>
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<th>Type</th>
<th>Name</th>
<th>Description</th>
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<td><span class="xref">System.Single</span></td>
<td><span class="parametername">data</span></td>
<td></td>
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</tbody>
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<h5 class="returns">Returns</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
<tr>
<th>Type</th>
<th>Description</th>
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</thead>
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<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td></td>
</tr>
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<h4 id="NumSharp_Core_np_asarray_System_Single___System_Int32_" data-uid="NumSharp.Core.np.asarray(System.Single[],System.Int32)">asarray(Single[], Int32)</h4>
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<h5 class="decalaration">Declaration</h5>
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<pre><code class="lang-csharp hljs">public static NDArray asarray(float[] data, int ndim = 1)</code></pre>
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<h5 class="parameters">Parameters</h5>
<table class="table table-bordered table-striped table-condensed">
<thead>
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<th>Type</th>
<th>Name</th>
<th>Description</th>
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<td><span class="xref">System.Single</span>[]</td>
<td><span class="parametername">data</span></td>
<td></td>
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<td><span class="xref">System.Int32</span></td>
<td><span class="parametername">ndim</span></td>
<td></td>
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<h5 class="returns">Returns</h5>
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<th>Type</th>
<th>Description</th>
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</thead>
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<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
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<h4 id="NumSharp_Core_np_asmatrix_NumSharp_Core_NDArray_" data-uid="NumSharp.Core.np.asmatrix(NumSharp.Core.NDArray)">asmatrix(NDArray)</h4>
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<h5 class="decalaration">Declaration</h5>
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<pre><code class="lang-csharp hljs">public static matrix asmatrix(NDArray nd)</code></pre>
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<h5 class="parameters">Parameters</h5>
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<th>Type</th>
<th>Name</th>
<th>Description</th>
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<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td><span class="parametername">nd</span></td>
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<h5 class="returns">Returns</h5>
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<tr>
<th>Type</th>
<th>Description</th>
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</thead>
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<tr>
<td><a class="xref" href="NumSharp.Core.matrix.html">matrix</a></td>
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<h4 id="NumSharp_Core_np_dot_NumSharp_Core_NDArray_NumSharp_Core_NDArray_" data-uid="NumSharp.Core.np.dot(NumSharp.Core.NDArray,NumSharp.Core.NDArray)">dot(NDArray, NDArray)</h4>
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<h5 class="decalaration">Declaration</h5>
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<pre><code class="lang-csharp hljs">public static NDArray dot(NDArray a, NDArray b)</code></pre>
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<h5 class="parameters">Parameters</h5>
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<th>Type</th>
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<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>