I have looked at Streamlit which can be confusing at time. This infographic Streamlit for Machine Learning cheatsheet should help to work with this framework in Python.
An excerpt from the website source:
KDnuggets has put together a handy quick reference resource explaining and demonstrating the essential Streamlit syntax for building machine learning apps quickly. And Streamlit isn’t relegated to machine learning only. Indeed, there’s likely no faster way to create a dashboard for your interactive data science project regardless of its intent, from data cleaning, to data exploration, to interacting with databases.
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