numpy Usagesnumpy ndarraynumpy operationnp.randomnumpy IO numpy Notionnumpy Boolean Indexingnumpy broadcasting semanticnumpy index manipulationnumpy vectorization numpy 2.0NumPy 2.0: an evolutionary milestoneWe 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.https://blog.scientific-python.org/numpy/numpy2/DocumentNumPy documentation — NumPy v1.24 Manualhttps://numpy.org/doc/stable/index.htmlunsafeA 100x speedup with unsafe PythonWe'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.https://yosefk.com/blog/a-100x-speedup-with-unsafe-python.html
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