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numpy

Creator
Creator
Seonglae Cho
Created
Created
2020 Sep 24 7:41
Editor
Editor
Seonglae Cho
Edited
Edited
2025 Mar 23 16:7
Refs
Refs
numpy Usages
numpy ndarray
numpy operation
np.random
numpy IO
cuPy
 
 
 
numpy Notion
numpy Boolean Indexing
numpy broadcasting semantic
numpy index manipulation
numpy vectorization
 
 
 

numpy 2.0

NumPy 2.0: an evolutionary milestone
We announce the release of NumPy 2.0, which brings major improvements in functionality and usability. Improvements to NumPy internals set the stage for future development. We discuss the motivation behind breaking changes and how those impact users, as well as some of the history of the 2.0 development process.
NumPy 2.0: an evolutionary milestone
https://blog.scientific-python.org/numpy/numpy2/
NumPy 2.0: an evolutionary milestone

Document

NumPy documentation — NumPy v1.24 Manual
NumPy documentation — NumPy v1.24 Manual
https://numpy.org/doc/stable/index.html
unsafe
A 100x speedup with unsafe Python
We're going to speed up some numpy code by 100x using "unsafe Python." Which is not quite the same as unsafe Rust, but it's a bit similar, and I'm not sure what else to call it... you'll see. It's not something you'd use in most Python code, but it's handy on occasion, and I think it shows "the nature of Python” from an interesting angle.
A 100x speedup with unsafe Python
https://yosefk.com/blog/a-100x-speedup-with-unsafe-python.html
 
 

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