<story><title>Voila – From notebooks to standalone web applications and dashboards</title><url>https://voila.readthedocs.io/en/stable/</url></story><parent_chain><item><author>vladev</author><text>Note that there&amp;#x27;s also streamlit [1]. It uses regular python files, rather than notebooks, so they can be easily version controlled. And it has more UI tools.&lt;p&gt;[1]: &lt;a href=&quot;https:&amp;#x2F;&amp;#x2F;streamlit.io&amp;#x2F;&quot; rel=&quot;nofollow&quot;&gt;https:&amp;#x2F;&amp;#x2F;streamlit.io&amp;#x2F;&lt;/a&gt;</text></item></parent_chain><comment><author>IanCal</author><text>Exceptionally strong recommendation for streamlit from me.&lt;p&gt;I can create a GUI for a tool that looks nice &lt;i&gt;faster&lt;/i&gt; than I can make a CLI. I&amp;#x27;ve built useful &lt;i&gt;production&lt;/i&gt; systems (ok, sure, for internal use) in literally minutes.&lt;p&gt;You&amp;#x27;re a bit limited in what kinds of apps you can make but the tradeoffs it makes here means that it&amp;#x27;s astoundingly easy to make a wide range of very useful tools.</text></comment>
<story><title>Voila – From notebooks to standalone web applications and dashboards</title><url>https://voila.readthedocs.io/en/stable/</url></story><parent_chain><item><author>vladev</author><text>Note that there&amp;#x27;s also streamlit [1]. It uses regular python files, rather than notebooks, so they can be easily version controlled. And it has more UI tools.&lt;p&gt;[1]: &lt;a href=&quot;https:&amp;#x2F;&amp;#x2F;streamlit.io&amp;#x2F;&quot; rel=&quot;nofollow&quot;&gt;https:&amp;#x2F;&amp;#x2F;streamlit.io&amp;#x2F;&lt;/a&gt;</text></item></parent_chain><comment><author>byteface</author><text>I wasn&amp;#x27;t aware of this so thanks for sharing. I&amp;#x27;ve been setting up a repo that utilises github actions to build exe&amp;#x2F;app files as noted in this guys blog...&lt;p&gt;&lt;a href=&quot;https:&amp;#x2F;&amp;#x2F;data-dive.com&amp;#x2F;multi-os-deployment-in-cloud-using-pyinstaller-and-github-actions&quot; rel=&quot;nofollow&quot;&gt;https:&amp;#x2F;&amp;#x2F;data-dive.com&amp;#x2F;multi-os-deployment-in-cloud-using-pyi...&lt;/a&gt;&lt;p&gt;It uses pyinstaller to build and even pushes the build as a zip into your release page on github and appears to be working quite well.</text></comment>