Streamlit
Streamlit is an open-source Python library for building web apps and dashboards quickly and easily. It allows you to create interactive data apps in Python without needing to know any JavaScript or HTML.
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web-app
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Streamlit: Build Web Apps & Dashboards Quickly
Streamlit is an open-source Python library for building web apps and dashboards quickly and easily. It allows you to create interactive data apps in Python without needing to know any JavaScript or HTML.
What is Streamlit?
Streamlit is an open-source Python library that makes it easy to create beautiful, customizable web apps and dashboards in Python. With Streamlit, you can quickly build interactive apps to share data analyses, models, and more without needing to know any JavaScript or HTML.
Some key features of Streamlit:
- Turns Python scripts into web apps with a few lines of code. No need to deal with JavaScript or front-end frameworks.
- Makes it simple to create custom layouts, media elements, widgets, graphs/charts, etc. Streamlit handles the front-end for you.
- Interactive widgets allow viewers to adjust parameters and see results update live.
- Works with all major Python data science libraries like pandas, NumPy, Matplotlib, scikit-learn, etc.
- Includes easy publishing and sharing options to send apps to colleagues or deploy online.
- Offers extensive custom theming capabilities to brand your web apps.
- Active open-source community behind continued development and improvements.
In summary, Streamlit dramatically lowers the barrier for data scientists and ML engineers to translate their work into web apps and share results with non-technical audiences.
Streamlit Features
Features
- Quickly create web apps and dashboards in Python
- Interactive widgets for user input
- Support for major Python data science libraries
- Real-time updates as code changes
- Open-source and free
Pricing
- Open Source
Pros
Very fast and easy to build apps
No need to know frontend web dev
Great for data science workflows
Active community support
Cons
Limited customization compared to full web frameworks
Hosting and deployment requires setup
Less flexibility than JavaScript-based tools
Official Links
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