Streamlit

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Streamlit is an open-source Python library that simplifies the process of creating interactive web applications for data science and machine learning projects. It allows data analysts and engineers to quickly turn their data scripts into shareable web apps without requiring extensive web development knowledge. Streamlit apps can incorporate various elements such as charts, maps, and widgets, making it easy to visualize data and create user interfaces. The library integrates seamlessly with popular data science tools like pandas, numpy, and matplotlib, enabling users to leverage their existing skills. Streamlit's rapid prototyping capabilities and automatic hot-reloading feature make it an excellent choice for iterative development and sharing insights with stakeholders. Its straightforward API and built-in components allow users to focus on their data and analysis rather than complex web frameworks.