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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 NDArray
</title>
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<meta name="title" content="Class NDArray
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<article class="content wrap" id="_content" data-uid="NumSharp.Core.NDArray">
<h1 id="NumSharp_Core_NDArray" data-uid="NumSharp.Core.NDArray" class="text-break">Class NDArray
</h1>
<div class="markdown level0 summary"><p>A powerful N-dimensional array object
Inspired from <a href="https://www.numpy.org/devdocs/user/quickstart.html">https://www.numpy.org/devdocs/user/quickstart.html</a></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">NDArray</span></div>
<div class="level2"><a class="xref" href="NumSharp.Core.matrix.html">matrix</a></div>
<div class="level2"><a class="xref" href="NumSharp.Generic.NDArray-1.html">NDArray</a><T></div>
</div>
<div class="inheritedMembers">
<h5>Inherited Members</h5>
<div>
<span class="xref">System.Object.Equals(System.Object, System.Object)</span>
</div>
<div>
<span class="xref">System.Object.GetType()</span>
</div>
<div>
<span class="xref">System.Object.MemberwiseClone()</span>
</div>
<div>
<span class="xref">System.Object.ReferenceEquals(System.Object, System.Object)</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_NDArray_syntax">Syntax</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public class NDArray</code></pre>
</div>
<h3 id="constructors">Constructors
</h3>
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<h4 id="NumSharp_Core_NDArray__ctor" data-uid="NumSharp.Core.NDArray.#ctor">NDArray()</h4>
<div class="markdown level1 summary"></div>
<div class="markdown level1 conceptual"></div>
<h5 class="decalaration">Declaration</h5>
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<pre><code class="lang-csharp hljs">public NDArray()</code></pre>
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<h4 id="NumSharp_Core_NDArray__ctor_System_Array_" data-uid="NumSharp.Core.NDArray.#ctor(System.Array)">NDArray(Array)</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 NDArray(Array values)</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>
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<td><span class="xref">System.Array</span></td>
<td><span class="parametername">values</span></td>
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<h4 id="NumSharp_Core_NDArray__ctor_System_Type_" data-uid="NumSharp.Core.NDArray.#ctor(System.Type)">NDArray(Type)</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 NDArray(Type dtype)</code></pre>
</div>
<h5 class="parameters">Parameters</h5>
<table class="table table-bordered table-striped table-condensed">
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<th>Type</th>
<th>Name</th>
<th>Description</th>
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<td><span class="xref">System.Type</span></td>
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<h4 id="NumSharp_Core_NDArray__ctor_System_Type_NumSharp_Core_Interfaces_IShape_" data-uid="NumSharp.Core.NDArray.#ctor(System.Type,NumSharp.Core.Interfaces.IShape)">NDArray(Type, IShape)</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 NDArray(Type dtype, IShape shape)</code></pre>
</div>
<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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</thead>
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<td><span class="xref">System.Type</span></td>
<td><span class="parametername">dtype</span></td>
<td></td>
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<td><a class="xref" href="NumSharp.Core.Interfaces.IShape.html">IShape</a></td>
<td><span class="parametername">shape</span></td>
<td></td>
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<h4 id="NumSharp_Core_NDArray__ctor_System_Type_System_Int32___" data-uid="NumSharp.Core.NDArray.#ctor(System.Type,System.Int32[])">NDArray(Type, 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 NDArray(Type dtype, params int[] shapes)</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>
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<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">shapes</span></td>
<td></td>
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<h3 id="properties">Properties
</h3>
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<h4 id="NumSharp_Core_NDArray_dtype" data-uid="NumSharp.Core.NDArray.dtype">dtype</h4>
<div class="markdown level1 summary"><p>Data type of NDArray</p>
</div>
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<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public Type dtype { get; }</code></pre>
</div>
<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_NDArray_Item_System_Int32___" data-uid="NumSharp.Core.NDArray.Item(System.Int32[])">Item[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 object this[params int[] select] { get; set; }</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">select</span></td>
<td></td>
</tr>
</tbody>
</table>
<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.Object</span></td>
<td></td>
</tr>
</tbody>
</table>
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<h4 id="NumSharp_Core_NDArray_ndim" data-uid="NumSharp.Core.NDArray.ndim">ndim</h4>
<div class="markdown level1 summary"><p>Dimension count</p>
</div>
<div class="markdown level1 conceptual"></div>
<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public int ndim { 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>
<tbody>
<tr>
<td><span class="xref">System.Int32</span></td>
<td></td>
</tr>
</tbody>
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<h4 id="NumSharp_Core_NDArray_shape" data-uid="NumSharp.Core.NDArray.shape">shape</h4>
<div class="markdown level1 summary"><p>Data length of every dimension</p>
</div>
<div class="markdown level1 conceptual"></div>
<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public IShape shape { 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>
<tbody>
<tr>
<td><a class="xref" href="NumSharp.Core.Interfaces.IShape.html">IShape</a></td>
<td></td>
</tr>
</tbody>
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<h4 id="NumSharp_Core_NDArray_size" data-uid="NumSharp.Core.NDArray.size">size</h4>
<div class="markdown level1 summary"><p>Total of elements</p>
</div>
<div class="markdown level1 conceptual"></div>
<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public int size { 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>
<tbody>
<tr>
<td><span class="xref">System.Int32</span></td>
<td></td>
</tr>
</tbody>
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<h4 id="NumSharp_Core_NDArray_Storage" data-uid="NumSharp.Core.NDArray.Storage">Storage</h4>
<div class="markdown level1 summary"><p>The internal storage for elements of NDArray</p>
</div>
<div class="markdown level1 conceptual"></div>
<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public NDStorage Storage { get; set; }</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>
<tbody>
<tr>
<td><a class="xref" href="NumSharp.Core.NDStorage.html">NDStorage</a></td>
<td></td>
</tr>
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<h3 id="methods">Methods
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<h4 id="NumSharp_Core_NDArray__ParseNumber_System_Object_System_Int32__System_Int32__" data-uid="NumSharp.Core.NDArray._ParseNumber(System.Object,System.Int32@,System.Int32@)">_ParseNumber(Object, ref Int32, ref 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">protected string _ParseNumber(object number, ref int noBefore, ref int noAfter)</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.Object</span></td>
<td><span class="parametername">number</span></td>
<td></td>
</tr>
<tr>
<td><span class="xref">System.Int32</span></td>
<td><span class="parametername">noBefore</span></td>
<td></td>
</tr>
<tr>
<td><span class="xref">System.Int32</span></td>
<td><span class="parametername">noAfter</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><span class="xref">System.String</span></td>
<td></td>
</tr>
</tbody>
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<h4 id="NumSharp_Core_NDArray__ToMatrixString__1" data-uid="NumSharp.Core.NDArray._ToMatrixString``1">_ToMatrixString<T>()</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">protected string _ToMatrixString<T>()</code></pre>
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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>
</tr>
</thead>
<tbody>
<tr>
<td><span class="xref">System.String</span></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_NDArray__ToVectorString__1" data-uid="NumSharp.Core.NDArray._ToVectorString``1">_ToVectorString<T>()</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">protected string _ToVectorString<T>()</code></pre>
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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>
</tr>
</thead>
<tbody>
<tr>
<td><span class="xref">System.String</span></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_NDArray_absolute" data-uid="NumSharp.Core.NDArray.absolute">absolute()</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 NDArray absolute()</code></pre>
</div>
<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>
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<h4 id="NumSharp_Core_NDArray_amax_System_Nullable_System_Int32__" data-uid="NumSharp.Core.NDArray.amax(System.Nullable{System.Int32})">amax(Nullable<Int32>)</h4>
<div class="markdown level1 summary"><p>Return the maximum of an array or minimum along an axis</p>
</div>
<div class="markdown level1 conceptual"></div>
<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public NDArray amax(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><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>
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<h4 id="NumSharp_Core_NDArray_amin_System_Nullable_System_Int32__" data-uid="NumSharp.Core.NDArray.amin(System.Nullable{System.Int32})">amin(Nullable<Int32>)</h4>
<div class="markdown level1 summary"><p>Return the maximum of an array or minimum along an axis</p>
</div>
<div class="markdown level1 conceptual"></div>
<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public NDArray amin(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><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>
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<h4 id="NumSharp_Core_NDArray_arange_System_Int32_System_Int32_System_Int32_" data-uid="NumSharp.Core.NDArray.arange(System.Int32,System.Int32,System.Int32)">arange(Int32, Int32, 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 NDArray arange(int stop, int start = 0, 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">stop</span></td>
<td></td>
</tr>
<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">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>
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<tr>
<td><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
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<h4 id="NumSharp_Core_NDArray_argmax" data-uid="NumSharp.Core.NDArray.argmax">argmax()</h4>
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<h5 class="decalaration">Declaration</h5>
<div class="codewrapper">
<pre><code class="lang-csharp hljs">public int argmax()</code></pre>
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<h5 class="returns">Returns</h5>
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<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><span class="xref">System.Int32</span></td>
<td></td>
</tr>
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<h4 id="NumSharp_Core_NDArray_argmax__1" data-uid="NumSharp.Core.NDArray.argmax``1">argmax<T>()</h4>
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<h5 class="decalaration">Declaration</h5>
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<pre><code class="lang-csharp hljs">public int argmax<T>()</code></pre>
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<h5 class="returns">Returns</h5>
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<thead>
<tr>
<th>Type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><span class="xref">System.Int32</span></td>
<td></td>
</tr>
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<h5 class="typeParameters">Type Parameters</h5>
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<tr>
<th>Name</th>
<th>Description</th>
</tr>
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<tr>
<td><span class="parametername">T</span></td>
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<h4 id="NumSharp_Core_NDArray_CalculateNegativeShape_System_Int32_System_Collections_Generic_IList_System_Int32__System_Int32___" data-uid="NumSharp.Core.NDArray.CalculateNegativeShape(System.Int32,System.Collections.Generic.IList{System.Int32},System.Int32[])">CalculateNegativeShape(Int32, IList<Int32>, Int32[])</h4>
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<h5 class="decalaration">Declaration</h5>
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<pre><code class="lang-csharp hljs">protected static int[] CalculateNegativeShape(int negativeIndex, IList<int> currentShape, params int[] shapeParams)</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">negativeIndex</span></td>
<td></td>
</tr>
<tr>
<td><span class="xref">System.Collections.Generic.IList</span><<span class="xref">System.Int32</span>></td>
<td><span class="parametername">currentShape</span></td>
<td></td>
</tr>
<tr>
<td><span class="xref">System.Int32</span>[]</td>
<td><span class="parametername">shapeParams</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><span class="xref">System.Int32</span>[]</td>
<td></td>
</tr>
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<h4 id="NumSharp_Core_NDArray_Convolve_NumSharp_Core_NDArray_System_String_" data-uid="NumSharp.Core.NDArray.Convolve(NumSharp.Core.NDArray,System.String)">Convolve(NDArray, String)</h4>
<div class="markdown level1 summary"><p>Convolution of 2 series</p>
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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 NDArray Convolve(NDArray numSharpArray2, string mode = "full")</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><a class="xref" href="NumSharp.Core.NDArray.html">NDArray</a></td>
<td><span class="parametername">numSharpArray2</span></td>
<td></td>
</tr>
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<td><span class="xref">System.String</span></td>
<td><span class="parametername">mode</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>
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<h4 id="NumSharp_Core_NDArray_delete_System_Collections_IEnumerable_" data-uid="NumSharp.Core.NDArray.delete(System.Collections.IEnumerable)">delete(IEnumerable)</h4>
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<h5 class="decalaration">Declaration</h5>
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<pre><code class="lang-csharp hljs">public NDArray delete(IEnumerable delete)</code></pre>
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<h5 class="parameters">Parameters</h5>
<table class="table table-bordered table-striped table-condensed">