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Streamlit launches open-source machine learning application dev framework

102 点作者 jakek超过 5 年前

7 条评论

ZeroCool2u超过 5 年前
This looks really cool!<p>We&#x27;ve been using Plotly&#x27;s Dash framework for about a year and a half at work and its been fantastic and only getting better. I do like the idea of not having callbacks here, though I&#x27;ve started to get a lot more comfortable with it and it feels a bit more robust.<p>At first glance, this feels like a competitor to Dash, but after chatting about this with my team, we realized it actually is closer to being a Jupyter Notebook&#x2F;Lab replacement!<p>One of the things we all, my team that is, dislike about notebooks is the autocomplete and half baked IDE feeling. All of us prefer to stay in PyCharm and Streamlit lets you do just that, while keeping the interactive interface in addition to caching, which emulates the best part of notebook cells, saving your state and not having to rerun the entire script!
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adrien-treuille超过 5 年前
Hi. I&#x27;m Adrien, co-Founder and CEO of Streamlit. For more information, please check out our launch post:<p><a href="https:&#x2F;&#x2F;towardsdatascience.com&#x2F;coding-ml-tools-like-you-code-ml-models-ddba3357eace" rel="nofollow">https:&#x2F;&#x2F;towardsdatascience.com&#x2F;coding-ml-tools-like-you-code...</a><p>I&#x27;m happy to answer any questions you have!
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devonproctor超过 5 年前
Congratulations on the launch!<p>I&#x27;ve played around with the beta a bit, and really enjoy the workflow for building simple, interactive apps for showing off ML models.
rememberlenny超过 5 年前
I tried using this today and it&#x27;s really slick. The API and the ease of implementation on OSx and Ubuntu were surprising.
IntenseChaos超过 5 年前
We just started using Streamlit at work &amp; like it a lot!
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_frkl超过 5 年前
Nice, this looks well thought out, thanks! Haven&#x27;t played with it yet, but it looks like it can be used for &#x27;normal&#x27; data science stuff as well as machine learning, is that right?
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srynot超过 5 年前
I just saw their Show HN this morning. Pretty cool tool