Tag: Machine Learning & Data

Total 39 Posts
Articles about data science and the algorithms used to extract valuable insights from large volumes of data.

Hands-on NumPy(IV): Universal Functions and Array-oriented Programming

Universal functions (ufunc) are special NumPy functions that operate on ndarrays in an element-by-element fashion.

They represent a vast array of vectorized functions that perform much better than iterative implementations and let you write concise code. Most ufuncs achieve this by providing a Python wrapper around a C implementation.


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