HTTP/1.1 301 Moved Permanently
Date: Wed, 31 Dec 2025 10:44:51 GMT
Server: Apache/2.4.39 (Ubuntu)
Location: https://numpy.org/doc/stable/reference
Content-Length: 327
Content-Type: text/html; charset=iso-8859-1
HTTP/2 301
date: Wed, 31 Dec 2025 10:44:52 GMT
content-type: text/html
location: https://numpy.org/doc/stable/reference/
server: cloudflare
x-origin-cache: HIT
access-control-allow-origin: *
expires: Wed, 31 Dec 2025 10:54:52 GMT
cache-control: max-age=14400
x-proxy-cache: MISS
x-github-request-id: 0E6A:292AC1:B1E527:C80B07:6954FEA3
accept-ranges: bytes
age: 0
via: 1.1 varnish
x-served-by: cache-bom-vanm7210034-BOM
x-cache: MISS
x-cache-hits: 0
x-timer: S1767177892.133943,VS0,VE196
vary: Accept-Encoding
x-fastly-request-id: 98c49eb5d62663c9309cd7fc06a857b013d63b0e
cf-cache-status: MISS
nel: {"report_to":"cf-nel","success_fraction":0.0,"max_age":604800}
report-to: {"group":"cf-nel","max_age":604800,"endpoints":[{"url":"https://a.nel.cloudflare.com/report/v4?s=AZ96bwsf5U6q9Z2nFrvGlc4Jt1rdD%2F4P%2FkPR7TRWCsLC%2FJG2FS%2FwuxUcxv8FkFB2rI%2BbZKtfzZ%2BJMsOLyrj3iExckP%2BoW2M8qQ%3D%3D"}]}
cf-ray: 9b692f219adc8c3a-BOM
alt-svc: h3=":443"; ma=86400
HTTP/2 200
date: Wed, 31 Dec 2025 10:44:52 GMT
content-type: text/html; charset=utf-8
server: cloudflare
x-origin-cache: HIT
last-modified: Sun, 21 Dec 2025 15:49:15 GMT
access-control-allow-origin: *
expires: Wed, 31 Dec 2025 10:54:52 GMT
cache-control: max-age=14400
report-to: {"group":"cf-nel","max_age":604800,"endpoints":[{"url":"https://a.nel.cloudflare.com/report/v4?s=1zZJjJo0sgjQI6iDo8kBYkMfnb4sOOtpuYYNpC0Afx33DECtB%2BiB5MLZq8ET4W6gBlMSb9wV2XnMLsuTmSq3Gc7f9k4tjy3VmQ%3D%3D"}]}
x-proxy-cache: MISS
x-github-request-id: 0D44:36A0B4:345FD6:396AA4:694C1D23
nel: {"report_to":"cf-nel","success_fraction":0.0,"max_age":604800}
via: 1.1 varnish
age: 0
x-served-by: cache-bom-vanm7210098-BOM
x-cache: MISS
x-cache-hits: 0
x-timer: S1766595876.837963,VS0,VE213
vary: Accept-Encoding
x-fastly-request-id: f39e56935f852fb8d1b7f96185a4003d23961c6c
cf-cache-status: REVALIDATED
content-encoding: gzip
cf-ray: 9b692f230d7c8c3a-BOM
alt-svc: h3=":443"; ma=86400
NumPy reference — NumPy v2.4 Manual
NumPy reference
Release:
2.4
Date:
December 21, 2025
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 complete documentation
Acknowledgements
Large parts of this manual originate from Travis E. Oliphant’s book
Guide to NumPy (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.
