Topics of the advanced tutorial

[yakutovicha]

Important
We agreed on the following definition of "advanced": something that requires the understanding of and build on what we said in the Intro Tutorial. We are assuming that all the participants are comfortable with every Intro topic.

Advanced topics

• Python package structure #12
• Testing #124
• Classes (advanced) #121
• Functions (advanced) #122
• Multithreading in Python #10
• Functional programming (advanced) #123

Python Libraries

• numpy #144
• scipy #147
• matplotlib #143
• seaborn #146
• pandas #142
• scikit-learn #145
• sympy
• ipywidgets
• traitlets
• numba
• asyncio
• ase
• pymatgen
• toml/yaml
• pydantic
• subprocess

[yakutovicha]

Planning:

1. We do 2 or 3 days of advanced Python and 2 days for the libraries of the student's choice.
2. Every user picks up 2 libraries they want to study. They run through the material on their own. Tutors will be helping only with questions.
3. We will make a poll on the most interesting libraries, and we focus on those.

[edoardob90]

I'm not sure if TOML & YAML deserve an entire morning. Definitely we can bundle them together.

Also, subprocess is not a library in the sense we mean here: it's a built-in module.

[yakutovicha]

And with the last library merged, we can officially close the issue. Congrats @baffelli, @despadam, @edoardob90, @fabioacl, @ramador09

I think we did a great job 🎉