Подсказка: текущий язык English , Русский переводится

Streamlit

Turn python scripts into beautiful ML tools

С бесплатной квотой 171 Views возобновлять:2024-10-16

Что такое 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

Какие сценарии использования есть у 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.

Какие особенности есть у 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.