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<section id="tutorials">
<span id="id1"></span><h1>Tutorials<a class="headerlink" href="#tutorials" title="Link to this heading">#</a></h1>
<p>This page contains a few tutorials for using Matplotlib. For the old tutorials, see <a class="reference internal" href="#user-guide-tutorials"><span class="std std-ref">below</span></a>.</p>
<p>For shorter examples, see our <a class="reference internal" href="../gallery/index.html#examples-index"><span class="std std-ref">examples page</span></a>.
You can also find <a class="reference internal" href="../users/resources/index.html#resources-index"><span class="std std-ref">external resources</span></a> and
a <a class="reference external" href="https://docs.python.org/3/faq/index.html#faq-index" title="(in Python v3.13)"><span class="xref std std-ref">FAQ</span></a> in our <a class="reference internal" href="../users/index.html#users-guide-index"><span class="std std-ref">user guide</span></a>.</p>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="An introduction to the pyplot interface. Please also see quick_start for an overview of how Ma..."><img alt="Pyplot tutorial" loading="lazy" src="../_images/sphx_glr_pyplot_thumb.png" />
<p><a class="reference internal" href="pyplot.html#sphx-glr-tutorials-pyplot-py"><span class="std std-ref">Pyplot tutorial</span></a></p>
<div class="sphx-glr-thumbnail-title">Pyplot tutorial</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="A short tutorial on plotting images with Matplotlib."><img alt="Image tutorial" loading="lazy" src="../_images/sphx_glr_images_thumb.png" />
<p><a class="reference internal" href="images.html#sphx-glr-tutorials-images-py"><span class="std std-ref">Image tutorial</span></a></p>
<div class="sphx-glr-thumbnail-title">Image tutorial</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="This tutorial aims to show the beginning, middle, and end of a single visualization using Matpl..."><img alt="The Lifecycle of a Plot" loading="lazy" src="../_images/sphx_glr_lifecycle_thumb.png" />
<p><a class="reference internal" href="lifecycle.html#sphx-glr-tutorials-lifecycle-py"><span class="std std-ref">The Lifecycle of a Plot</span></a></p>
<div class="sphx-glr-thumbnail-title">The Lifecycle of a Plot</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Using Artist objects to render on the canvas."><img alt="Artist tutorial" loading="lazy" src="../_images/sphx_glr_artists_thumb.png" />
<p><a class="reference internal" href="artists.html#sphx-glr-tutorials-artists-py"><span class="std std-ref">Artist tutorial</span></a></p>
<div class="sphx-glr-thumbnail-title">Artist tutorial</div>
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<p><a class="reference download internal" download="" href="../_downloads/315c4c52fb68082a731b192d944e2ede/tutorials_python.zip"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">all</span> <span class="pre">examples</span> <span class="pre">in</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">tutorials_python.zip</span></code></a></p>
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<p><a class="reference download internal" download="" href="../_downloads/a5659940aa3f8f568547d47752a43172/tutorials_jupyter.zip"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">all</span> <span class="pre">examples</span> <span class="pre">in</span> <span class="pre">Jupyter</span> <span class="pre">notebooks:</span> <span class="pre">tutorials_jupyter.zip</span></code></a></p>
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<section id="user-guide-tutorials">
<span id="id2"></span><h2>User guide tutorials<a class="headerlink" href="#user-guide-tutorials" title="Link to this heading">#</a></h2>
<p>Many of our tutorials were moved from this section to <a class="reference internal" href="../users/index.html#users-guide-index"><span class="std std-ref">Using Matplotlib</span></a>:</p>
<section id="introductory">
<h3>Introductory<a class="headerlink" href="#introductory" title="Link to this heading">#</a></h3>
<ul class="simple">
<li><p><a class="reference internal" href="../users/explain/quick_start.html#quick-start"><span class="std std-ref">Quick start guide</span></a></p></li>
<li><p><a class="reference internal" href="../users/explain/customizing.html#customizing"><span class="std std-ref">Customizing Matplotlib with style sheets and rcParams</span></a></p></li>
<li><p><a class="reference internal" href="../users/explain/animations/animations.html#animations"><span class="std std-ref">Animations using Matplotlib</span></a></p></li>
</ul>
</section>
<section id="intermediate">
<h3>Intermediate<a class="headerlink" href="#intermediate" title="Link to this heading">#</a></h3>
<ul class="simple">
<li><p><a class="reference internal" href="../users/explain/axes/legend_guide.html#legend-guide"><span class="std std-ref">Legend guide</span></a></p></li>
<li><p><a class="reference internal" href="../users/explain/artists/color_cycle.html#color-cycle"><span class="std std-ref">Styling with cycler</span></a></p></li>
<li><p><a class="reference internal" href="../users/explain/axes/constrainedlayout_guide.html#constrainedlayout-guide"><span class="std std-ref">Constrained layout guide</span></a></p></li>
<li><p><a class="reference internal" href="../users/explain/axes/tight_layout_guide.html#tight-layout-guide"><span class="std std-ref">Tight layout guide</span></a></p></li>
<li><p><a class="reference internal" href="../users/explain/axes/arranging_axes.html#arranging-axes"><span class="std std-ref">Arranging multiple Axes in a Figure</span></a></p></li>
<li><p><a class="reference internal" href="../users/explain/axes/autoscale.html#autoscale"><span class="std std-ref">Autoscaling Axis</span></a></p></li>
<li><p><a class="reference internal" href="../users/explain/artists/imshow_extent.html#imshow-extent"><span class="std std-ref">origin and extent in imshow</span></a></p></li>
</ul>
</section>
<section id="advanced">
<h3>Advanced<a class="headerlink" href="#advanced" title="Link to this heading">#</a></h3>
<ul class="simple">
<li><p><a class="reference internal" href="../users/explain/animations/blitting.html#blitting"><span class="std std-ref">Faster rendering by using blitting</span></a></p></li>
<li><p><a class="reference internal" href="../users/explain/artists/paths.html#paths"><span class="std std-ref">Path Tutorial</span></a></p></li>
<li><p><a class="reference internal" href="../users/explain/artists/patheffects_guide.html#patheffects-guide"><span class="std std-ref">Path effects guide</span></a></p></li>
<li><p><a class="reference internal" href="../users/explain/artists/transforms_tutorial.html#transforms-tutorial"><span class="std std-ref">Transformations Tutorial</span></a></p></li>
</ul>
</section>
<section id="colors">
<h3>Colors<a class="headerlink" href="#colors" title="Link to this heading">#</a></h3>
<p>See <a class="reference internal" href="../users/explain/colors/index.html#tutorials-colors"><span class="std std-ref">Colors</span></a>.</p>
</section>
<section id="text">
<h3>Text<a class="headerlink" href="#text" title="Link to this heading">#</a></h3>
<p>See <a class="reference internal" href="../users/explain/text/index.html#tutorials-text"><span class="std std-ref">Text</span></a>.</p>
</section>
<section id="toolkits">
<h3>Toolkits<a class="headerlink" href="#toolkits" title="Link to this heading">#</a></h3>
<p>See <a class="reference internal" href="../users/explain/toolkits/index.html#tutorials-toolkits"><span class="std std-ref">User Toolkits</span></a>.</p>
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