Tired of out-of-memory errors derailing your data analysis? There's a better way to handle huge arrays in Python.

We can cast an ordinary python list as a NumPy one-dimensional array. We can also cast a python list of lists to a NumPy two-dimensional array. Usually we will build arrays by using NumPy's ...

Scientists, engineers, mathematicians and statisticians don't just work with matrices; they often work with structured data, just like you'd find in a table. However, functionality for this is missing ...

Abstract: In the Python world, NumPy arrays are the standard representation for numerical data and enable efficient implementation of numerical computations in a high-level language. As this effort ...

Please note that these are just the code examples accompanying the book, which we uploaded for your convenience; be aware that these notebooks may not be useful without the formulae and descriptive ...