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Show HN: Streamlit – Turn Python Scripts into Beautiful ML Tools

52 pointsby adrien-treuilleover 5 years ago

3 comments

adrien-treuilleover 5 years ago
Hi. :) I’m Adrien, co-founder of Streamlit. This project started with my personal frustration trying to build high-quality machine learning tools to visualize datasets and models. As a researcher and engineer, I’ve seen how poor tooling slows down machine learning projects. I wondered if we could make building beautiful, interactive tools as easy as writing simple Python scripts.<p>Over the past year, my teammates and I have worked with a select beta community of over a hundred machine learning engineers to make a free, open-source Python library called Streamlit. We wanted the process of coding beautiful, interactive ML tools to <i>feel</i> like training a neural net or performing an ad-hoc analysis in Jupyter. We think we&#x27;ve achieved this, and I&#x27;m really excited to share it with all of you!<p>We’d love to hear your thoughts and ideas. I’ll be here to answer any questions you might have!
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adrien-treuilleover 5 years ago
Also, here&#x27;s our launch blog 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>
breckover 5 years ago
Cool stuff! Architecture makes sense. I may try this next model I build.