Streamlit

Streamlit is an open-source Python framework that allows developers and data scientists to quickly build interactive web applications directly from Python scripts. It eliminates the need for complex frontend development and enables rapid creation of data-driven apps, dashboards, and machine learning interfaces with minimal code.

Features of Streamlit:

• Simple and fast way to build web apps using only Python.
• Real-time updates with automatic reloading on code changes.
• Built-in support for interactive widgets like sliders, buttons, and forms.
• Seamless integration with libraries like Pandas, NumPy, Matplotlib, and TensorFlow.
• Easy deployment and sharing of applications.

Streamlit Usage Instructions:

$ sudo su
$ cd /opt/streamlit-app
$ source venv/bin/activate
$ streamlit --version
$ streamlit run app.py --server.port 8501 --server.address 0.0.0.0
    

Disclaimer: Streamlit is an open-source software framework released under the Apache 2.0 License. It is developed by Streamlit Inc. and maintained by the open-source community. The software is provided "as is" without any warranties. Users should ensure proper usage and security practices when deploying applications.