Python

Below the Hoods

Python Imports Named Tuples

Tricks

from lungmask import mask, utils

def nop(item: Any, *_: Any, **__: Any) -> Any:

"""

NOP function overload to silent imported libraries.

"""



return item

# Make lungmask tqdm quiet

mask.tqdm = nop

utils.tqdm = nop

Concepts

Python Strings Python RegEx RegEx Cheatsheet Python Advanced Typings todo: python string types e.g. r'', b'', u'' Context Manager from Generator

Python Utils

  • listify, stringify, tuplify (type hint up to length 10??)
  • Pytorch __call__ type hint

Argument Parsing: https://github.com/lebrice/SimpleParsing

Inherited Dicts https://treyhunner.com/2019/04/why-you-shouldnt-inherit-from-list-and-dict-in-python/ https://chriswarrick.com/blog/2018/09/20/python-hackery-merging-signatures-of-two-python-functions/

https://www.kaggle.com/rohanrao/tutorial-on-reading-large-datasets

https://bergvca.github.io/2017/10/14/super-fast-string-matching.html

https://www.sympy.org/scipy-2017-codegen-tutorial/notebooks/20-ordinary-differential-equations.html

https://dev.to/meseta