Lecture 11.1 - Publishing & Validation
More about publishing and validation, and Streamlit+Altair
Web dev with Streamlit + HuggingFace
Today we’ll cover a brief intro of Streamlit on HuggingFace Spacesand web development in general.
Extra files
Full corgi dataset available here.
Optional reading list
- Streamlit docs - in particular the the Main Concepts and Make an App tutorials, and the docs for text, layout and image API elements
- Streamlit on HuggingFace
Lectures
Lecture 11.2 - A bit more info about Streamlit + HuggingFace
Streamlit HuggingFace Spaces
Lecture 11.3 - 3D graphics, Intro to SciViz
How your computer and the internet process 3D graphics. What is scientific visualization?
Examples
Prep Streamlit App Files, Week 12
In class notebook
In class Streamlit App, Week 12
Updating storage of Streamlit files in class
Data
A dataset of USA "mobility" which (I think comes from a a large census study from 1989-2015) and is collected in several places including right here. Here "mobility" is refering to how easy it is for a person to move up in economic status (more info can be found here) based on factors like parental income, location, race, etc.