.. module:: numpy

.. _reference:

############### NumPy reference ###############

:Release: |version| :Date: |today|

This reference manual details functions, modules, and objects included in NumPy, describing what they are and what they do. For learning how to use NumPy, see the :ref:complete documentation <numpy_docs_mainpage>.

Python API

.. toctree:: :maxdepth: 1

module_structure

.. toctree:: :maxdepth: 2

arrays

.. toctree:: :maxdepth: 1

ufuncs

.. toctree:: :maxdepth: 2

routines

.. toctree:: :maxdepth: 1

typing

C API

.. toctree:: :maxdepth: 2

c-api/index

Other topics

.. toctree:: :maxdepth: 1

array_api simd/index thread_safety global_state security testing distutils_status_migration swig

Acknowledgements

Large parts of this manual originate from Travis E. Oliphant's book Guide to NumPy <https://archive.org/details/NumPyBook>__ (which generously entered Public Domain in August 2008). The reference documentation for many of the functions are written by numerous contributors and developers of NumPy.