Skip to main content
Ctrl+K
NumPy v2.0 Manual - Home NumPy v2.0 Manual - Home
  • User Guide
  • API reference
  • Building from source
  • Development
  • Release notes
  • Learn
    • NEPs
dev2.2 (stable)2.12.01.261.251.241.231.221.211.201.191.181.171.161.151.141.13
  • GitHub
  • User Guide
  • API reference
  • Building from source
  • Development
  • Release notes
  • Learn
  • NEPs
dev2.2 (stable)2.12.01.261.251.241.231.221.211.201.191.181.171.161.151.141.13
  • GitHub

Section Navigation

Getting started

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

Fundamentals and usage

  • NumPy fundamentals
  • 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
    • Internal organization of NumPy arrays
    • NumPy C code explanations
    • Memory alignment
    • Byte-swapping
    • Writing custom array containers
    • Subclassing ndarray
  • Interoperability with NumPy

Extras

  • Glossary
  • Release notes
  • NumPy 2.0 migration guide
  • NumPy license
  • NumPy user guide
  • Under-the-ho...

Under-the-hood documentation for developers#

These documents are intended as a low-level look into NumPy; focused towards developers.

  • Internal organization of NumPy arrays
  • NumPy C code explanations
  • Memory alignment
  • Byte-swapping
  • Writing custom array containers
  • Subclassing ndarray

previous

F2PY and PGI Fortran on Windows

next

Internal organization of NumPy arrays

© Copyright 2008-2024, NumPy Developers.

Created using Sphinx 7.2.6.

Built with the PyData Sphinx Theme 0.15.3.