Streamlit

Streamlit is an open-source Python framework that makes it easy to build and share interactive data applications. It allows developers and data scientists to create web-based dashboards directly from Python scripts, without requiring front-end development skills.

Features of Streamlit:

• Quickly build interactive web apps using pure Python.
• Supports visualization libraries such as Matplotlib, Plotly, and Altair.
• Widgets for user input like sliders, checkboxes, and file uploaders.
• Easy integration with machine learning models and data pipelines.

Usage Instructions of Streamlit:

#Activate virtual environment: 
$ sudo su
$ cd /opt/streamlit
$ source venv/bin/activate
#Verify the version of Streamlit: $ /opt/streamlit/venv/bin/streamlit version

#Start Streamlit:
$cd /opt/streamlit
/opt/streamlit/venv/bin/streamlit run app.py \
  --server.address 0.0.0.0 \
  --server.port 8501

#Hit on Browser:  $ http://:8501

  
Disclaimer: Streamlit is an independent open-source project and is not affiliated with, endorsed by, or other framework providers. It is provided "as is," without any warranty, express or implied. Users are responsible for understanding and complying with licensing terms, data policies, and deployment regulations while running Streamlit.