Tutorial for user-defined surrogate model, user-defined dataset (or both)

[sgbaird]

@HarryQL
Very interesting, thorough, and timely paper!

Adaptive design materials informatics benchmarking is very relevant to me (see e.g. mat_discover), and I'd like to use the methods described here, but it seems like I might spend somewhere between 10-30 hrs before I can decide if they're really what I want/need.

Would it be possible for you to make some tutorials on how to:

1. perform adaptive design on a different dataset than what's shown
2. assess benchmarks for a user-defined surrogate model
3. perform the above two simultaneously

Happy to assist with refactoring the Jupyter notebooks into a Python class or making it installable via pip and/or conda if that's of interest.

@ramseyissa

Sterling