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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
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toml/yaml - pydantic
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subprocess
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