Writing Python like it’s Rust

• cattrs

  3 690 0.0 Python

  Complex custom class converters for attrs.

  

  I'd suggest you look at my cattrs (https://catt.rs) library as a good serde lookalike in Python (sum type support present and getting better), and to use attrs instead of dataclasses in general.

• plum

  1 420 4.3 Python

  Multiple dispatch in Python

  

  You can use https://github.com/beartype/plum instead of that elif chain too

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• jaxtyping

  7 639 7.9 Python

  Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays.

  

  Since you mention ML use-cases, you might like jaxtyping.

• equinox

  15 1,402 6.1 Python

  Elegant easy-to-use neural networks in JAX. https://docs.kidger.site/equinox/

  I'm a big fan of using ABCs to declare interfaces -- so much so that I have an improved abc.ABCMeta that also handles abstract instance variables and abstract class variables: https://github.com/patrick-kidger/equinox/blob/main/equinox/_better_abstract.py

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