Use Case
Creating internal tools for model performance visualization and building interactive prototypes for data products.
Overview
Streamlit is an open-source Python library that makes it easy to create and share custom web apps for machine learning and data science. In just a few minutes you can build and deploy powerful data apps with almost no front-end experience required.
Key Features
- Python-Based: Build entire interactive UIs using only Python code.
- Instant Deployment: Share apps with colleagues or the world using Streamlit Cloud.
- Interactive Widgets: Easily add sliders, buttons, and charts to explore data dynamically.
Since being acquired by Snowflake, Streamlit has become the go-to tool for data scientists to turn their scripts into shareable applications. It bridges the gap between a local notebook and a production-ready dashboard.
Open-source data visualization and SQL query collaboration tool.