NumPy user guide#

This guide is an overview and explains the important features; details are found in NumPy reference.

Getting started

• What is NumPy?
• Installation
• NumPy quickstart
• NumPy: the absolute basics for beginners

Fundamentals and usage

• NumPy fundamentals
  • Array creation
  • Indexing on ndarrays
  • I/O with NumPy
  • Data types
  • Broadcasting
  • Copies and views
  • Working with Arrays of Strings And Bytes
  • Structured arrays
  • Universal functions (ufunc) basics

• NumPy for MATLAB users
• NumPy tutorials
• NumPy how-tos

Advanced usage and interoperability

• Using NumPy C-API
• F2PY user guide and reference manual
• Under-the-hood documentation for developers
• Interoperability with NumPy