If you are new to contributing to open source, we also highly recommend reading

<ahref=https://opensource.guide/how-to-contribute/>this guide</a>.</p><p>Our community aspires to treat everyone equally and to value all

contributions. We have a<ahref=/code-of-conduct/>Code of Conduct</a> to foster an open

and welcoming environment.</p><h3id=writing-code>Writing code<aclass=headerlinkhref=#writing-codetitle="Link to this heading">#</a></h3><p>Programmers, this

and welcoming environment.</p><p>For a visual guide on how to contribute to NumPy, check out this<ahref=https://heyzine.com/flip-book/3e66a13901.html>comic</a>.</p><divclass=comic></div><ahref=https://heyzine.com/flip-book/3e66a13901.html><imgsrc=/images/content_images/numpy-comic.pngalt="NumPy Contributor comic book cover"></a></div><style>.comic{max-width:20%;max-height:20%}img{max-width:20%;max-height:20%}</style><h3id=writing-code>Writing code<aclass=headerlinkhref=#writing-codetitle="Link to this heading">#</a></h3><p>Programmers, this

<ahref=https://numpy.org/devdocs/dev/index.html#development-process-summary>guide</a>

explains how to contribute to the NumPy codebase.<br>Check out also our<ahref="https://www.youtube.com/playlist?list=PLCK6zCrcN3GXBUUzDr9L4__LnXZVtaIzS">YouTube channel</a> for additional advice.</p><h3id=reviewing-pull-requests>Reviewing pull requests<aclass=headerlinkhref=#reviewing-pull-requeststitle="Link to this heading">#</a></h3><p>The project has more than 250 open pull requests &ndash; meaning many potential

improvements and many open-source contributors waiting for feedback. If you&rsquo;re