Streamlit

Turn python scripts into beautiful ML tools

Paid(free trial) 157 Views Update:2024-10-16

What is Streamlit ?

Streamlit lets you create apps for your machine learning projects with deceptively simple Python scripts. Prototype quickly with hot-reloading, so your app updates live as you edit and save your file. Try it now: ⬇️ $pip install streamlit $streamlit hello

What is the usage scenario of Streamlit ?

Data scientists and AI/ML engineers can quickly build and share interactive data applications.
Prototyping machine learning models and analyses for demonstration purposes.
Creating dashboards for interactive data exploration and visualization.
Developing internal tools for data-centric applications within organizations.
Building chatbots that interact with data for enhanced user engagement.

What are the highlights of Streamlit ?

Open-source Python framework that allows building web apps in just a few lines of code.
No front-end experience required; users can focus on data logic without dealing with HTML, CSS, or JavaScript.
Real-time updates as users save their source files, enhancing the development experience.
Built-in widgets for easy interaction, such as sliders, buttons, and date inputs.
Instant deployment and sharing capabilities through Community Cloud, making it accessible for all users.
Compatible with various data sources and frameworks, allowing for extensive integration possibilities.