Audience
Engineers looking for an open-source app framework to create performant apps in only a few hours
About Streamlit
Streamlit. The fastest way to build and share data apps. Turn data scripts into sharable web apps in minutes. All in Python. All for free. No front-end experience required. Streamlit combines three simple ideas. Embrace Python scripting. Build an app in a few lines of code with our magically simple API. Then see it automatically update as you save the source file. Weave in interaction. Adding a widget is the same as declaring a variable. No need to write a backend, define routes, handle HTTP requests, etc. Deploy instantly. Use Streamlit’s sharing platform to effortlessly share, manage, and collaborate on your apps. A minimal framework for powerful apps. Face-GAN explorer. App that uses Shaobo Guan’s TL-GAN project from Insight Data Science, TensorFlow, and NVIDIA's PG-GAN to generate faces that match selected attributes. Real time object detection. An image browser for the Udacity self-driving-car dataset with real-time object detection.
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"Amazing!" Posted 2021-11-29
Pros: The best app maker for Python programmers, period! The library is amazingly intuitive and simple to use.
Cons: Not a single thing to dislike in this service. Could make themes available as CSS options rather than in-code options.
Overall: A very very easy way to deploy machine learning and data exploration apps. Every visualization library works fantastically well.
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