Streamlit

Streamlit is an open-source Python framework that lets you transform data scripts into interactive web applications in minutes. It's designed for data scientists and machine learning engineers who want to share their work without needing front-end development experience. Everything is done in pure Python.

The framework is built on three simple principles:

• Embrace scripting: Build a complete app with just a few lines of code. The app automatically updates as you save the source file.
• Weave in interaction: Adding interactive widgets like sliders, buttons, and dropdowns is as simple as declaring a variable. The framework handles the backend, routes, and HTTP requests for you.
• Deploy instantly: Share your applications publicly for free using Streamlit Community Cloud or choose an enterprise-grade solution for private deployments.

With its simple installation and extensive compatibility with major Python libraries, you can go from idea to a deployed, shareable app remarkably fast.