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<!DOCTYPE html>
<html lang="en-us">
<head>
<meta charset="UTF-8">
<title>MoreLINQ: Extensions to LINQ to Objects</title>
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" type="text/css" href="stylesheets/normalize.css" media="screen">
<link href="https://fonts.googleapis.com/css?family=Open+Sans:400,700" rel="stylesheet" type="text/css">
<link rel="stylesheet" type="text/css" href="stylesheets/stylesheet.css" media="screen">
<link rel="stylesheet" type="text/css" href="stylesheets/github-light.css" media="screen">
<style>
figure {
margin: 1em 0
}
</style>
</head>
<body>
<section class="page-header">
<h1 class="project-name">MoreLINQ</h1>
<h2 class="project-tagline">Extensions to LINQ to Objects</h2>
<a href="https://github.com/morelinq/MoreLINQ" class="btn">View on GitHub</a>
<a href="https://github.com/morelinq/MoreLINQ/zipball/master" class="btn">Download .zip</a>
<a href="https://github.com/morelinq/MoreLINQ/tarball/master" class="btn">Download .tar.gz</a>
<a href="#documentation" class="btn">Documentation</a>
</section>
<section class="main-content">
<p>
<a href="https://gitter.im/morelinq/MoreLINQ"><img alt="Chat on Gitter" src="https://badges.gitter.im/morelinq/MoreLINQ.svg"></a>
<a href="https://ci.appveyor.com/project/raboof/morelinq"><img alt="CI build status" src="https://img.shields.io/appveyor/ci/raboof/MoreLINQ/master.svg"></a>
<a href="https://codecov.io/gh/morelinq/MoreLINQ"><img src="https://codecov.io/gh/morelinq/MoreLINQ/graph/badge.svg?token=13hYYiGNe2"/></a>
<a href="https://www.nuget.org/packages/morelinq"><img alt="NuGet package (stable)" src="https://buildstats.info/nuget/morelinq"></a>
<a href="https://www.myget.org/feed/morelinq/package/nuget/morelinq"><img alt="MyGet package (unstable)" src="https://img.shields.io/myget/morelinq/v/morelinq.svg?label=myget"></a>
</p>
<p>
LINQ to Objects is missing a few desirable features. This project enhances LINQ to Objects with extra methods, in
a manner which keeps to the spirit of LINQ.
</p>
<p>
MoreLINQ is available for download and installation as <a href="https://www.nuget.org/packages/morelinq/">NuGet
packages</a>.
</p>
<p>
A good way to get familiar with MoreLINQ is to explore <a href="#intro-series">the introductory series</a>
(below), by <a href="https://markheath.net/">Mark Heath</a>.
</p>
<p>
Following is a short demonstration video by <a href="https://twitter.com/dnesteruk">Dmitri Nesteruk</a>:
</p>
<iframe width="560" height="315" frameborder="0"
src="https://www.youtube.com/embed/nNQYSsegaYs"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<h3>
<a id="documentation" class="anchor" href="#documentation" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>Documentation
</h3>
<ul>
<li><a href="4.4/ref/api/">Version 4.4</a></li>
<li><a href="4.1/ref/api/">Version 4.1</a></li>
<li><a href="4.0/ref/api/">Version 4.0</a></li>
<li><a href="3.4/ref/api/">Version 3.4</a></li>
<li><a href="3.3/ref/api/">Version 3.3</a></li>
<li><a href="3.2/ref/api/">Version 3.2</a></li>
<li><a href="3.1/ref/api/">Version 3.1</a></li>
<li><a href="3.0/ref/api/">Version 3.0</a></li>
<li><a href="2.10/ref/api/">Version 2.10</a></li>
<li><a href="2.9/ref/api/">Version 2.9</a></li>
<li><a href="2.8/ref/api/">Version 2.8</a></li>
<li><a href="2.7/ref/api/">Version 2.7</a></li>
<li><a href="2.6/ref/api/">Version 2.6</a></li>
<li><a href="2.5/ref/api/">Version 2.5</a></li>
<li><a href="2.4/ref/api/">Version 2.4</a></li>
<li><a href="2.3/ref/api/">Version 2.3</a></li>
<li><a href="2.2/ref/api/">Version 2.2</a></li>
<li><a href="2.1/ref/api/">Version 2.1</a></li>
<li><a href="2.0/ref/api/">Version 2.0</a></li>
<li><a href="1.x/ref/api/">Version 1.4</a></li>
</ul>
<h3>
<a id="contributors" class="anchor" href="#contributors" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>Contributors
</h3>
<a href="https://github.com/morelinq/MoreLINQ/graphs/contributors"><img alt="Contributors" src="https://opencollective.com/morelinq/contributors.svg?width=832&button=false"></a>
<h3 id="intro-series">
Introductory <a href="https://markheath.net/category/MoreLINQ">Series</a>, by <a href="https://markheath.net/">Mark Heath</a>
</h3>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/LmeTMUptJPo"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-1-zipping">Exploring MoreLINQ Part 1 - Zipping</a>; covers <code class="notranslate">EquiZip</code>, <code class="notranslate">ZipLongest</code>, <code class="notranslate">ZipShortest</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/1dheBYmLdV8"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-2-counting">Exploring MoreLINQ Part 2 - Counting Elements</a>; covers <code class="notranslate">AtLeast</code>, <code class="notranslate">AtMost</code>, <code class="notranslate">Exactly</code>, <code class="notranslate">CountBetween</code>, <code class="notranslate">AssertCount</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/69vgji_r3iQ"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-3-maxby">Exploring MoreLINQ Part 3 - <code class="notranslate">MinBy</code> and <code class="notranslate">MaxBy</code></a></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/1_-SLmSykig"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-4-combinations">Exploring MoreLINQ Part 4 - Combinations</a>; covers <code class="notranslate">Permutations</code>, <code class="notranslate">Subset</code>, <code class="notranslate">Cartesian</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/KJUfv_AfFBE"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-5-scan">Exploring MoreLINQ Part 5 - <code class="notranslate">Scan</code></a>; includes <code class="notranslate">ScanRight</code>, <code class="notranslate">PreScan</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/YwReGiQYBG8"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-6-taking">Exploring MoreLINQ Part 6 - Taking</a>; covers <code class="notranslate">TakeLast</code>, <code class="notranslate">TakeUntil</code> and <code class="notranslate">TakeEvery</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/HPf5lk9BRy0"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-7-batching">Exploring MoreLINQ Part 7 - Batching</a>; covers <code class="notranslate">Batch</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/DfF6bjDOB-0"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-8-fallback-if-empty">Exploring MoreLINQ Part 8 - <code class="notranslate">FallbackIfEmpty</code></a></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/RUWNkeSSc9A"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-9-fill-forward">Exploring MoreLINQ Part 9 - <code class="notranslate">FillForward</code></a>; includes <code class="notranslate">FillBackward</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/kJbUW7Y_IEY"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-10-interleave">Exploring MoreLINQ Part 10 - <code class="notranslate">Interleave</code></a></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/YQ9tucuYA8c"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-11-padding">Exploring MoreLINQ Part 11 - Padding</a>; covers <code class="notranslate">PadStart</code>, <code class="notranslate">Pad</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/MT3ut1MfiwQ"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-12-run-length-encoding">Exploring MoreLINQ Part 12 - Run Length Encoding</a>; covers <code class="notranslate">RunLengthEncode</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/tOn4X8CEBzs"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-13-random">Exploring MoreLINQ Part 13 - Random Sequences</a>; covers <code class="notranslate">Random</code>, <code class="notranslate">RandomDouble</code>, <code class="notranslate">RandomSubset</code>, <code class="notranslate">Shuffle</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/RYDJefbHyqI"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-14-skipping">Exploring MoreLINQ Part 14 - Skipping and Slicing</a>; covers <code class="notranslate">SkipUntil</code>, <code class="notranslate">SkipLast</code>, <code class="notranslate">Slice</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/VMPKjsh3L-g"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-15-windowing">Exploring MoreLINQ Part 15 - Windowing</a>; covers <code class="notranslate">Window</code>, <code class="notranslate">WindowLeft</code>, <code class="notranslate">WindowRight</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/VqCa0wgdqTc"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-16-pairwise">Exploring MoreLINQ Part 16 - <code class="notranslate">Pairwise</code> and Resolving Ambiguities</a></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/vbijoQIWcA8"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-17-countby">Exploring MoreLINQ Part 17 - <code class="notranslate">CountBy</code></a></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/M_MzMtiudQA"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-18-groupadjacent">Exploring MoreLINQ Part 18 - <code class="notranslate">GroupAdjacent</code> and <code class="notranslate">Segment</code></a></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/2c6GqXzlkE0"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-19-generate">Exploring MoreLINQ Part 19 - Generating sequences</a>; covers <code class="notranslate">Generate</code>, <code class="notranslate">GenerateByIndex</code>, <code class="notranslate">Repeat</code>, <code class="notranslate">Sequence</code>, <code class="notranslate">Unfold</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/rBIn2Z5v6Oc"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-20-todelimitedstring">Exploring MoreLINQ Part 20 - <code class="notranslate">ToDelimitedString</code> (and friends)</a>; includes <code class="notranslate">ToDictionary</code>, <code class="notranslate">ToHashSet</code>, <code class="notranslate">ToArrayByIndex</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/SwCOGVl52R8"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-21-sideeffects">Exploring MoreLINQ Part 21 - Side Effects</a>; covers <code class="notranslate">Trace</code>, <code class="notranslate">Pipe</code>, <code class="notranslate">ForEach</code>, <code class="notranslate">Consume</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/ckni4GgO3ao"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-22-append-prepend">Exploring MoreLINQ Part 22 - Append and Prepend</a>; includes <code class="notranslate">Insert</code>, <code class="notranslate">Backsert</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/xszWqX3tcr8"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-23-joining">Exploring MoreLINQ Part 23 - Joining</a>; covers <code class="notranslate">RightJoin</code>, <code class="notranslate">LeftJoin</code>, <code class="notranslate">FullJoin</code>, <code class="notranslate">FullGroupJoin</code></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/5EukD_4Khw0"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-24-flatten">Exploring MoreLINQ Part 24 - <code class="notranslate">Flatten</code></a></figcaption>
</figure>
<figure class="mhs">
<iframe width="500" height="281" frameborder="0"
src="https://www.youtube.com/embed/oWVhwTSGGs0"
allow="autoplay; encrypted-media" allowfullscreen></iframe>
<figcaption><a href="https://markheath.net/post/exploring-morelinq-25-traverse">Exploring MoreLINQ Part 25 - Traverse; covers <code class="notranslate">TraverseBreadthFirst</code>, <code class="notranslate">TraverseDepthFirst</code></a></figcaption>
</figure>
<footer class="site-footer">
<span class="site-footer-owner"><a href="https://github.com/morelinq/MoreLINQ">MoreLINQ</a> is principally maintained by <a href="https://github.com/atifaziz">Atif Aziz</a></span>
<span class="site-footer-credits">However a big shout-out goes to its <a href="https://github.com/morelinq/MoreLINQ/graphs/contributors">many contributors</a>.</span><br />
<span class="site-footer-credits">This page was generated by <a href="https://pages.github.com">GitHub Pages</a> using the <a href="https://github.com/jasonlong/cayman-theme">Cayman theme</a> by <a href="https://twitter.com/jasonlong">Jason Long</a>.</span>
</footer>
</section>
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