<html lang="en" data-content_root="./" data-theme="light">

<head>

<meta charset="utf-8" />

<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />

<title>Getting started &#8212; NumPy v2.6.dev0 Manual</title>

<script data-cfasync="false">

document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";

document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";

</script>

<!--

<noscript>

<style>

.pst-js-only { display: none !important; }

</style>

</noscript>

<!-- Loaded before other Sphinx assets -->

<link href="_static/styles/theme.css?digest=18bd87630a240e9c25be" rel="stylesheet" />

<link href="_static/styles/pydata-sphinx-theme.css?digest=18bd87630a240e9c25be" rel="stylesheet" />

<link rel="stylesheet" type="text/css" href="_static/pygments.css?v=8f2a1f02" />

<link rel="stylesheet" type="text/css" href="_static/graphviz.css?v=4ae1632d" />

<link rel="stylesheet" type="text/css" href="_static/plot_directive.css" />

<link rel="stylesheet" type="text/css" href="_static/copybutton.css?v=76b2166b" />

<link rel="stylesheet" type="text/css" href="https://fonts.googleapis.com/css?family=Vibur" />

<link rel="stylesheet" type="text/css" href="_static/jupyterlite_sphinx.css?v=f676e775" />

<link rel="stylesheet" type="text/css" href="_static/sphinx-design.min.css?v=95c83b7e" />

<link rel="stylesheet" type="text/css" href="_static/numpy.css?v=7e165a8b" />

<!-- So that users can add custom icons -->

<script defer src="_static/scripts/fontawesome.js?digest=18bd87630a240e9c25be"></script>

<!-- Pre-loaded scripts that we'll load fully later -->

<link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=18bd87630a240e9c25be" />

<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=18bd87630a240e9c25be" />

<script src="_static/documentation_options.js?v=9546416a"></script>

<script src="_static/doctools.js?v=9bcbadda"></script>

<script src="_static/sphinx_highlight.js?v=dc90522c"></script>

<script src="_static/clipboard.min.js?v=a7894cd8"></script>

<script src="_static/copybutton.js?v=30646c52"></script>

<script src="_static/jupyterlite_sphinx.js?v=96e329c5"></script>

<script src="_static/design-tabs.js?v=f930bc37"></script>

<script data-domain="numpy.org/doc/stable/" defer="defer" src="https://views.scientific-python.org/js/script.js"></script>

<script>DOCUMENTATION_OPTIONS.pagename = 'getting_started';</script>

<script>

DOCUMENTATION_OPTIONS.theme_version = '0.23.0';

DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://numpy.org/doc/_static/versions.json';

DOCUMENTATION_OPTIONS.theme_switcher_version_match = 'devdocs';

DOCUMENTATION_OPTIONS.show_version_warning_banner =

true;

</script>

<script>DOCUMENTATION_OPTIONS.search_as_you_type = false;</script>

<link rel="icon" href="_static/favicon.ico"/>

<link rel="index" title="Index" href="genindex.html" />

<link rel="search" title="Search" href="search.html" />

<meta name="viewport" content="width=device-width, initial-scale=1"/>

<meta name="color-scheme" content="light dark"/>

<meta name="docsearch:language" content="en"/>

<meta name="docsearch:version" content="2.6.dev0" />

<meta name="docbuild:last-update" content="Oct 09, 2026"/>

<script src="_static/searchtools.js"></script>

<script src="_static/language_data.js"></script>

<script src="searchindex.js"></script>

</head>

<body data-default-mode="light">

<div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>

<div id="pst-scroll-pixel-helper"></div>

<button type="button" class="btn rounded-pill" id="pst-back-to-top">

<i class="fa-solid fa-arrow-up"></i>Back to top</button>

<dialog id="pst-search-dialog">

<form class="bd-search d-flex align-items-center"

action="search.html"

method="get">

<i class="fa-solid fa-magnifying-glass"></i>

<input type="search"

class="form-control"

name="q"

placeholder="Search the docs ..."

aria-label="Search the docs ..."

autocomplete="off"

autocorrect="off"

autocapitalize="off"

spellcheck="false"/>

<span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>

</dialog>

<div class="pst-async-banner-revealer d-none">

<aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>

<header id="pst-header" class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">

<div class="bd-header__inner bd-page-width">

<button type="button" class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">

<span class="fa-solid fa-bars"></span>

</button>

<div class="col-lg-3 navbar-header-items__start">

<div class="navbar-item">

<a class="navbar-brand logo" href="index.html">

<img src="_static/numpylogo.svg" class="logo__image only-light" alt="NumPy v2.6.dev0 Manual - Home"/>

<img src="_static/numpylogo_dark.svg" class="logo__image only-dark pst-js-only" alt="NumPy v2.6.dev0 Manual - Home"/>

</div>

<div class="col-lg-9 navbar-header-items">

<div class="me-auto navbar-header-items__center">

<div class="navbar-item">

<ul class="bd-navbar-elements navbar-nav">

<li class="nav-item ">

<a class="nav-link nav-internal" href="user/index.html">

User Guide

</a>

<li class="nav-item ">

<a class="nav-link nav-internal" href="reference/index.html">

API reference

</a>

<li class="nav-item ">

<a class="nav-link nav-internal" href="building/index.html">

Building from source

</a>

<li class="nav-item ">

<a class="nav-link nav-internal" href="dev/index.html">

Development

</a>

<li class="nav-item ">

<a class="nav-link nav-internal" href="release.html">

Release notes

</a>

<li class="nav-item ">

<a class="nav-link nav-external" href="https://numpy.org/numpy-tutorials/">

Learn

</a>

<li class="nav-item ">

<a class="nav-link nav-external" href="https://numpy.org/neps">

NEPs

</a>

</ul>

</div>

<div class="navbar-header-items__end">

<div class="navbar-item">

<button type="button" class="btn btn-sm pst-navbar-icon search-button search-button__button pst-js-only" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">

<i class="fa-solid fa-magnifying-glass fa-lg"></i>

<div class="navbar-item">

<div class="theme-switch-container dropdown pst-js-only" data-bs-toggle="tooltip" data-bs-placement="bottom" title="Color mode">

<button type="button" class="btn btn-sm nav-link pst-navbar-icon theme-switch-button dropdown-toggle" aria-label="Color mode" data-bs-toggle="dropdown">

<i class="theme-switch fa-solid fa-sun fa-lg fa-fw" data-mode="light" title="Light"></i>

<i class="theme-switch fa-solid fa-moon fa-lg fa-fw" data-mode="dark" title="Dark"></i>

<i class="theme-switch fa-solid fa-circle-half-stroke fa-lg fa-fw" data-mode="auto" title="System Settings"></i>

</button>

<ul class="dropdown-menu dropdown-menu-end">

<li><button type="button" class="dropdown-item d-flex align-items-center theme-change-button" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg fa-fw me-1"></i>System Settings</button></li>

<li><button type="button" class="dropdown-item d-flex align-items-center theme-change-button" data-mode="light"><i class="fa-solid fa-sun fa-lg fa-fw me-1"></i>Light</button></li>

<li><button type="button" class="dropdown-item d-flex align-items-center theme-change-button" data-mode="dark"><i class="fa-solid fa-moon fa-lg fa-fw me-1"></i>Dark</button></li>

</ul>

<div class="navbar-item">

<div class="version-switcher__container dropdown pst-js-only">

<button id="pst-version-switcher-button-2"

type="button"

class="version-switcher__button btn btn-sm dropdown-toggle"

data-bs-toggle="dropdown"

aria-haspopup="listbox"

aria-controls="pst-version-switcher-list-2"

aria-label="Version switcher list"

>

Choose version <!-- this text may get changed later by javascript -->

<span class="caret"></span>

</button>

<div id="pst-version-switcher-list-2"

class="version-switcher__menu dropdown-menu list-group-flush py-0"

role="listbox" aria-labelledby="pst-version-switcher-button-2">

<!-- dropdown will be populated by javascript on page load -->

</div>

<div class="navbar-item"><ul class="navbar-icon-links"

aria-label="Icon Links">

<li class="nav-item">

<a href="https://github.com/numpy/numpy" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i><span class="visually-hidden">GitHub</span></a>

</li>

</div>

</div>

</header>

<div class="bd-container">

<div class="bd-container__inner bd-page-width">

<dialog id="pst-primary-sidebar-modal"></dialog>

<div id="pst-primary-sidebar" class="bd-sidebar-primary bd-sidebar hide-on-wide">

<div class="sidebar-header-items sidebar-primary__section">

<div class="sidebar-header-items__center">

<div class="navbar-item">

<ul class="bd-navbar-elements navbar-nav">

<li class="nav-item ">

<a class="nav-link nav-internal" href="user/index.html">

User Guide

</a>

<li class="nav-item ">

<a class="nav-link nav-internal" href="reference/index.html">

API reference

</a>

<li class="nav-item ">

<a class="nav-link nav-internal" href="building/index.html">

Building from source

</a>

<li class="nav-item ">

<a class="nav-link nav-internal" href="dev/index.html">

Development

</a>

<li class="nav-item ">

<a class="nav-link nav-internal" href="release.html">

Release notes

</a>

<li class="nav-item ">

<a class="nav-link nav-external" href="https://numpy.org/numpy-tutorials/">

Learn

</a>

<li class="nav-item ">

<a class="nav-link nav-external" href="https://numpy.org/neps">

NEPs

</a>

</ul>

</div>

<div class="sidebar-header-items__end">

<div class="navbar-item">

<button type="button" class="btn btn-sm pst-navbar-icon search-button search-button__button pst-js-only" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">

<i class="fa-solid fa-magnifying-glass fa-lg"></i>

<div class="navbar-item">

<div class="theme-switch-container dropdown pst-js-only" data-bs-toggle="tooltip" data-bs-placement="bottom" title="Color mode">

<button type="button" class="btn btn-sm nav-link pst-navbar-icon theme-switch-button dropdown-toggle" aria-label="Color mode" data-bs-toggle="dropdown">

<i class="theme-switch fa-solid fa-sun fa-lg fa-fw" data-mode="light" title="Light"></i>

<i class="theme-switch fa-solid fa-moon fa-lg fa-fw" data-mode="dark" title="Dark"></i>

<i class="theme-switch fa-solid fa-circle-half-stroke fa-lg fa-fw" data-mode="auto" title="System Settings"></i>

</button>

<ul class="dropdown-menu dropdown-menu-end">

<li><button type="button" class="dropdown-item d-flex align-items-center theme-change-button" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg fa-fw me-1"></i>System Settings</button></li>

<li><button type="button" class="dropdown-item d-flex align-items-center theme-change-button" data-mode="light"><i class="fa-solid fa-sun fa-lg fa-fw me-1"></i>Light</button></li>

<li><button type="button" class="dropdown-item d-flex align-items-center theme-change-button" data-mode="dark"><i class="fa-solid fa-moon fa-lg fa-fw me-1"></i>Dark</button></li>

</ul>

<div class="navbar-item">

<div class="version-switcher__container dropdown pst-js-only">

<button id="pst-version-switcher-button-3"

type="button"

class="version-switcher__button btn btn-sm dropdown-toggle"

data-bs-toggle="dropdown"

aria-haspopup="listbox"

aria-controls="pst-version-switcher-list-3"

aria-label="Version switcher list"

>

Choose version <!-- this text may get changed later by javascript -->

<span class="caret"></span>

</button>

<div id="pst-version-switcher-list-3"

class="version-switcher__menu dropdown-menu list-group-flush py-0"

role="listbox" aria-labelledby="pst-version-switcher-button-3">

<!-- dropdown will be populated by javascript on page load -->

</div>

<div class="navbar-item"><ul class="navbar-icon-links"

aria-label="Icon Links">

<li class="nav-item">

<a href="https://github.com/numpy/numpy" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i><span class="visually-hidden">GitHub</span></a>

</li>

</div>

</div>

<div class="sidebar-primary-items__end sidebar-primary__section">

<div class="sidebar-primary-item">

<div id="ethical-ad-placement"

class="flat"

data-ea-publisher="readthedocs"

data-ea-type="readthedocs-sidebar"

data-ea-manual="true">

</div>

</div>

<main id="main-content" class="bd-main" role="main">

<div class="bd-content">

<div class="bd-article-container">

<div class="bd-header-article d-print-none">

<div class="header-article-items header-article__inner">

<div class="header-article-items__start">

<div class="header-article-item">

<nav aria-label="Breadcrumb" class="d-print-none">

<ul class="bd-breadcrumbs">

<li class="breadcrumb-item breadcrumb-home">

<a href="index.html" class="nav-link" aria-label="Home">

<i class="fa-solid fa-home"></i>

</a>

</li>

<li class="breadcrumb-item active" aria-current="page"><span class="ellipsis">Getting started</span></li>

</ul>

</div>

<div id="searchbox"></div>

<article class="bd-article">

<section id="getting-started">

<h1>Getting started<a class="headerlink" href="#getting-started" title="Link to this heading">#</a></h1>

</article>

<footer class="prev-next-footer d-print-none">

<div class="prev-next-area">

</footer>

</div>

</div>

<footer class="bd-footer-content">

</footer>

</main>

</div>

</div>

<!-- Scripts loaded after <body> so the DOM is not blocked -->

<script defer src="_static/scripts/bootstrap.js?digest=18bd87630a240e9c25be"></script>

<script defer src="_static/scripts/pydata-sphinx-theme.js?digest=18bd87630a240e9c25be"></script>

<footer class="bd-footer">

<div class="bd-footer__inner bd-page-width">

<div class="footer-items__start">

<div class="footer-item">

<p class="copyright">

© Copyright 2008-2026, NumPy Developers.

<br/>

</p>

<div class="footer-item">

<p class="sphinx-version">

Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.2.3.

</p>

</div>

<div class="footer-items__end">

<div class="footer-item">

<p class="theme-version">

<!-- # L10n: Setting the PST URL as an argument as this does not need to be localized -->

Built with the <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">PyData Sphinx Theme</a> 0.23.0.

</div>

</footer>

</body>