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Your choices aren’t limited to programming, as you can see below there are many areas where we need your help.
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If you’re unsure where to start or how your skills fit in, reach out! You can ask on the mailing list or GitHub (open an issue or comment on a relevant issue).
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Those are our preferred channels (open source is open by nature), but if you prefer to talk privately, contact our community coordinators at numpy-team@googlegroups.com or on Slack (write numpy-team@googlegroups.com for an invite)."></head><body><nav id=nav class=navbar role=navigation aria-label="main navigation"><div class=container><div class=navbar-brand><a class=navbar-item href=/><img class="navbar-logo dark-light" src=/images/logo.svg alt="%!s(<nil>) logo"><div class=navbar-logo-text>NumPy</div></a><a role=button class=navbar-burger aria-label=menu aria-expanded=false data-target=navbar-menu><span aria-hidden=true></span>
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Those are our preferred channels (open source is open by nature). We also recognize that reaching out in public can feel a little daunting, if you are new to the project or to open source. If you’d feel more comfortable starting with a private conversation, you are welcome to reach out to our active maintainers via numpy-team@googlegroups.com or on Slack (ask for an invite via numpy-team@googlegroups.com)."></head><body><nav id=nav class=navbar role=navigation aria-label="main navigation"><div class=container><div class=navbar-brand><a class=navbar-item href=/><img class="navbar-logo dark-light" src=/images/logo.svg alt="%!s(<nil>) logo"><div class=navbar-logo-text>NumPy</div></a><a role=button class=navbar-burger aria-label=menu aria-expanded=false data-target=navbar-menu><span aria-hidden=true></span>
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list</a> or
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<a href=http://github.com/numpy/numpy>GitHub</a> (open an
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<a href=https://github.com/numpy/numpy/issues>issue</a> or comment on a relevant
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issue).</p><p>Those are our preferred channels (open source is open by nature), but
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if you prefer to talk privately, contact our community coordinators at
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<a href=mailto:numpy-team@googlegroups.com>numpy-team@googlegroups.com</a> or on <a href=https://numpy-team.slack.com>Slack</a>
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(write <a href=mailto:numpy-team@googlegroups.com>numpy-team@googlegroups.com</a> for an invite).</p><p>We also have <em>community</em> and <em>triage</em> meetings, alternating weekly on
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issue).</p><p>Those are our preferred channels (open source is open by nature). We also
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recognize that reaching out in public can feel a little daunting,
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if you are new to the project or to open source. If you’d feel more comfortable
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starting with a private conversation, you are welcome to reach out to our
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active maintainers via <a href=mailto:numpy-team@googlegroups.com>numpy-team@googlegroups.com</a> or on
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<a href=https://numpy-team.slack.com>Slack</a>
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(ask for an invite via <a href=mailto:numpy-team@googlegroups.com>numpy-team@googlegroups.com</a>).</p><p>We also have <em>community</em> and <em>triage</em> meetings, alternating weekly on
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Wednesdays; see the <a href=https://scientific-python.org/calendars/>community
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calendar</a> for times. We also announce
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calendar</a> for times. We announce
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the meetings on the <a href=https://mail.python.org/mailman/listinfo/numpy-discussion>mailing
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list</a>. You are very
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welcome to join.</p><p>If you are new to contributing to open source, we
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also highly recommend reading <a href=https://opensource.guide/how-to-contribute/>this
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guide</a>.</p><p>Our community aspires to treat everyone equally and to value all
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list</a> as well.
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You are welcome and encouraged to join.</p><p>If you are new to contributing to open source, we highly recommend reading
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<a href=https://opensource.guide/how-to-contribute/>this guide</a>.</p><p>Our community aspires to treat everyone equally and to value all
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contributions. We have a <a href=/code-of-conduct/>Code of Conduct</a> to foster an open
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and welcoming environment.</p><p>For a visual guide on how to contribute to NumPy, check out this <a href=https://heyzine.com/flip-book/3e66a13901.html>comic</a>.</p><div class=comic><a href=https://heyzine.com/flip-book/3e66a13901.html><img src=/images/content_images/numpy-comic.png alt="NumPy Contributor comic book cover"></a></div><style>.comic img{max-width:20%}</style><h3 id=writing-code>Writing code<a class=headerlink href=#writing-code title="Link to this heading">#</a></h3><p>Programmers, this
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<a href=https://numpy.org/devdocs/dev/index.html#development-process-summary>guide</a>
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explains how to contribute to the NumPy codebase.
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Note that non-maintainers may only have two non-draft pull request open for
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Note that non-maintainers may only have two non-draft pull requests open for
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review at a time. Come introduce yourself at a community or triage meeting
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to be added to the exception list for the two-PRs-at-a-time policy.<br>Check out also our <a href="https://www.youtube.com/playlist?list=PLCK6zCrcN3GXBUUzDr9L4__LnXZVtaIzS">YouTube channel</a> for additional advice.</p><h3 id=reviewing-pull-requests>Reviewing pull requests<a class=headerlink href=#reviewing-pull-requests title="Link to this heading">#</a></h3><p>The project has more than 250 open pull requests &ndash; meaning many potential
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improvements and many open-source contributors waiting for feedback. If you&rsquo;re

index.xml

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&lt;a href="http://github.com/numpy/numpy"&gt;GitHub&lt;/a&gt; (open an
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&lt;a href="https://github.com/numpy/numpy/issues"&gt;issue&lt;/a&gt; or comment on a relevant
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issue).&lt;/p&gt;
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&lt;p&gt;Those are our preferred channels (open source is open by nature), but
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if you prefer to talk privately, contact our community coordinators at
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&lt;a href="mailto:numpy-team@googlegroups.com"&gt;numpy-team@googlegroups.com&lt;/a&gt; or on &lt;a href="https://numpy-team.slack.com"&gt;Slack&lt;/a&gt;
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(write &lt;a href="mailto:numpy-team@googlegroups.com"&gt;numpy-team@googlegroups.com&lt;/a&gt; for an invite).&lt;/p&gt;</description></item><item><title>Get Help</title><link>https://numpy.org/gethelp/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://numpy.org/gethelp/</guid><description>&lt;p&gt;&lt;strong&gt;Development issues:&lt;/strong&gt; For NumPy development-related matters (e.g., bug reports), please
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&lt;p&gt;Those are our preferred channels (open source is open by nature). We also
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recognize that reaching out in public can feel a little daunting,
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if you are new to the project or to open source. If you’d feel more comfortable
179+
starting with a private conversation, you are welcome to reach out to our
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active maintainers via &lt;a href="mailto:numpy-team@googlegroups.com"&gt;numpy-team@googlegroups.com&lt;/a&gt; or on
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&lt;a href="https://numpy-team.slack.com"&gt;Slack&lt;/a&gt;
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(ask for an invite via &lt;a href="mailto:numpy-team@googlegroups.com"&gt;numpy-team@googlegroups.com&lt;/a&gt;).&lt;/p&gt;</description></item><item><title>Get Help</title><link>https://numpy.org/gethelp/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://numpy.org/gethelp/</guid><description>&lt;p&gt;&lt;strong&gt;Development issues:&lt;/strong&gt; For NumPy development-related matters (e.g., bug reports), please
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see &lt;a href="https://numpy.org/community/"&gt;Community&lt;/a&gt;.&lt;/p&gt;
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&lt;p&gt;&lt;strong&gt;User questions:&lt;/strong&gt; The best way to get help is to post your question to a site
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like &lt;a href="http://stackoverflow.com/questions/tagged/numpy"&gt;StackOverflow&lt;/a&gt; or

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