Streamlit

Streamlit

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Streamlit

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What is Streamlit?

Streamlit is an open-source Python library designed to make it easy to build custom web-apps for machine learning and data science, from the company of the same name in San Francisco. Streamlit also hosts its community's Streamlit Component offered via API to help users get started.

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  • No setup fee

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  • Free/Freemium Version
  • Premium Consulting / Integration Services

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Product Details

What is Streamlit?

Streamlit is an open-source Python library designed to make it easy to build custom web-apps for machine learning and data science, from the company of the same name in San Francisco. Streamlit also hosts its community's Streamlit Component offered via API to help users get started.

Streamlit Technical Details

Operating SystemsUnspecified
Mobile ApplicationNo
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Reviews and Ratings

 (2)

Reviews

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Our Data Science team has built an entire multi-page reporting dashboard for the executive team to analyze all of their metrics (and we've started including machine learning models in the pages) in a really short amount of time. When a new report / metric page is needed, we can completely deliver (using Streamlit) in a day or two max. That's with authentication, logging, design, computing and testing.

We've also built a few integrations with access to our internal databases that allow a non-technical person to query a database themselves, in a simple manner and get answers they're looking for. One of our Customer Success agents wanted a joined file from multiple different databases and be able to download it whenever she wanted. Not knowing SQL or anything, she has a user interface that allows her to select checkboxes and build the query she wants without having any technical knowledge.
  • Incredibly Easy
  • Customizable
  • Quick and powerful
  • Recent Security issues (they quickly released an update to combat this though...)
  • Requires a bit of HTML knowledge to really customize. If you're going quick, you don't need HTML though. Streamlit commands will pump your page out fast.
- Don't want to pay Tableau $1,000 / seat? Use Streamlit
- Want fully custom views and navigation? Use Streamlit
- Want access to Machine Learning and not just your dev team? Use Streamlit
- Want to keep things internal and secure? Use Streamlit
- Want your Data Science team to be able to crank out projects quickly? Use Streamlit
- Sick of Jupyter Notebooks and Business Leaders not understanding them? Use Streamlit

Our D.S. strategy has moved completely to delivering pages in Streamlit. I can hand an executive a Jupyter notebook and it'll get lost in translation. I can give them sign-in access to a page and they can answer all of their own "What-If?" questions! We've used Streamlit to productize our Data Science and Machine Learning capabilities.
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