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Today is #TechnicalTuesday 
https://abs.twimg.com/emoji/v2/... draggable="false" alt="🤓" title="Nerd-Gesicht" aria-label="Emoji: Nerd-Gesicht">!
Let& #39;s talk about practical technologies that you can use today.
In this thread, I will tell you about @streamlithttps://abs.twimg.com/emoji/v2/... draggable="false" alt="🧵" title="Thread" aria-label="Emoji: Thread">https://abs.twimg.com/emoji/v2/... draggable="false" alt="👇" title="Rückhand Zeigefinger nach unten" aria-label="Emoji: Rückhand Zeigefinger nach unten">
Let& #39;s talk about practical technologies that you can use today.
In this thread, I will tell you about @streamlit
The core value proposition is that you don& #39;t need any HTML, CSS or JavaScript, just pure Python. Take a look: https://streamlit.io"> https://streamlit.io
As a data scientist, you spend most of your time designing, experimenting and testing models. You probably use Jupyter Notebooks a lot, right?
What happens when you have to show those models working?
If you& #39;re working for another data scientist, you can probably just share your Python scripts or Notebooks, but at some point in the chain, someone who doesn& #39;t ready code will need to see your model in action.
At this point, you (or someone) has to build a minimal application, an MVP, that at least shows some input controls, allows you to play with some model parameters, and lets you render some graphs.
This often takes the form of a Flask application with a minimal HTML frontend, possibly with a minimum JavaScript. And don& #39;t forget CSS.
https://abs.twimg.com/emoji/v2/... draggable="false" alt="❓" title="Rotes Fragezeichen-Symbol" aria-label="Emoji: Rotes Fragezeichen-Symbol"> The question is, who builds this MVP?
Enter @streamlit. The frontend framework for pragmatic data scientists.
https://abs.twimg.com/emoji/v2/... draggable="false" alt="👍" title="Thumbs up" aria-label="Emoji: Thumbs up"> Forget about writing any HTML, CSS or JavaScript. Everything is pure Python code, and you get a nice reactive for free.
There is one main caveat:
https://abs.twimg.com/emoji/v2/... draggable="false" alt="⚠️" title="Warnsignal" aria-label="Emoji: Warnsignal"> You have very little customization for layouts or styling.
But you don& #39;t care about that, remember, this is not the final product, is just a demo to showcase some prototype model.
But you don& #39;t care about that, remember, this is not the final product, is just a demo to showcase some prototype model.
If you& #39;re like me, you just want to have a frontend to show today with the least possible throw-away effort.
https://abs.twimg.com/emoji/v2/... draggable="false" alt="⭐" title="Mittelgroßer Stern" aria-label="Emoji: Mittelgroßer Stern"> Take @streamlit for a spin today. I promise it& #39;ll be worth it.
As usual, if you like this topic, reply in this thread or @ me at any time. Feel free to https://abs.twimg.com/emoji/v2/... draggable="false" alt="❤️" title="Rotes Herz" aria-label="Emoji: Rotes Herz"> like and https://abs.twimg.com/emoji/v2/... draggable="false" alt="🔁" title="Nach rechts und links zeigende Pfeile in offenem Kreis im Uhrzeigersinn" aria-label="Emoji: Nach rechts und links zeigende Pfeile in offenem Kreis im Uhrzeigersinn"> retweet if you think someone else could benefit from knowing this stuff.
https://abs.twimg.com/emoji/v2/... draggable="false" alt="🧵" title="Thread" aria-label="Emoji: Thread"> Read this thread online at https://apiad.net/tweetstorms/technicaltuesday-streamlit">https://apiad.net/tweetstor...
Stay curious https://abs.twimg.com/emoji/v2/... draggable="false" alt="🖖" title="„Live long and prosper!“" aria-label="Emoji: „Live long and prosper!“">
-https://abs.twimg.com/emoji/v2/... draggable="false" alt="🔗" title="Link Symbol" aria-label="Emoji: Link Symbol"> < https://streamlit.io/ >
-">https://streamlit.io/">...https://abs.twimg.com/emoji/v2/... draggable="false" alt="📚" title="Bücher" aria-label="Emoji: Bücher"> < https://github.com/streamlit/streamlit>
-">https://github.com/streamlit...https://abs.twimg.com/emoji/v2/... draggable="false" alt="🎥" title="Filmkamera" aria-label="Emoji: Filmkamera"> < https://www.youtube.com/channel/UC3LD42rjj-Owtxsa6PwGU5Q>">https://www.youtube.com/channel/U...
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-">https://streamlit.io/">...
-">https://github.com/streamlit...
