For downstream package authors — NumPy v2.6.dev0 Manual

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NumPy v2.6.dev0 Manual - Home

Building from source

Setting up and using your development environment

Spin: NumPy’s developer tool

Building the NumPy API and reference docs

Development workflow

Advanced debugging tools

Using GitHub Codespaces for NumPy development

Reviewer guidelines

NumPy C style guide

Releasing a version

How to contribute to the NumPy documentation

Contributing to NumPy

NEP 23 — Backwards compatibility and deprecation policy

This document aims to explain some best practices for authoring a package that depends on NumPy.

NumPy 1.24 documentation

This document aims to explain some best practices for authoring a package that depends on NumPy.

NumPy 2.0 migration guide

This document aims to explain some best practices for authoring a package that depends on NumPy.

previous NumPy benchmarks