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A comment on Show HN: Streamlit – Turn Python Scripts into Beautiful ML Tools. Parent comment

Re:Show HN: Streamlit – Turn Python Scripts into Beautiful M... by srynot on Tuesday October 01, 2019 @11:52AM (#21126782)
This is pretty cool, it's kind of between a script and a notebook. How well does this work with TensorFlow?
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Re:Show HN: Streamlit – Turn Python Scripts into Beautiful M... by adrien-treuille on Tuesday October 01, 2019 @12:11PM (#21127079)
You can see an example of using Streamlit to do realtime inference on a Tensorflow model in this blog post:

https://towardsdatascience.com/coding-ml-tools-like-you-code...

(About 90% through the article there's an animation.) We'll post the code on how we did this soon.

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Re:Show HN: Streamlit – Turn Python Scripts into Beautiful M... by adrien-treuille on Tuesday October 01, 2019 @12:05PM (#21126993)
The secret is to use @st.cache(ignore_hash=True) to store Tensorflow state. If more questions / issues come up, please post them here or in our forums discuss.streamlit.io.
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Re:Show HN: Streamlit – Turn Python Scripts into Beautiful M... by adrien-treuille on Tuesday October 01, 2019 @12:05PM (#21126983)
Streamlit and Tensorflow work perfectly together. Actually, Streamlit is a great way to explore Tensorflow models in realtime.
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Re:Show HN: Streamlit – Turn Python Scripts into Beautiful M... by adrien-treuille on Tuesday October 01, 2019 @12:06PM (#21127006)
..and thanks Srynot!! :)
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