Using NumPy for array and matrix math in Python Many mathematical operations, especially in machine learning or data science, involve working with matrixes, or lists of numbers.

Here’s how to use Cython to accelerate array iterations in NumPy. NumPy gives Python users a wickedly fast library for working with data in matrixes.

Data scientist Dr. James McCaffrey begins a series on presenting and explaining the most common modern techniques used for neural networks, for which over the past couple of years there have been many ...

Introducing: "Concurrent NumPy in Python". A new book designed to teach you how to bring concurrency to your NumPy programs in Python, super fast! You will get fast-paced tutorials showing you how to ...

Creation of word-document matrix using python and Numpy This code generates a word-document matrix (A) from a text dataset. If the vocabulary (set of unique words) size is M and the number of ...

Despite C/C++ and Python both being very popular programming languages, each tool possesses unique advantages and disadvantages. Notably, computers can run C/C++ code very quickly, but C/C++ code has ...