macOS
Homebrew已验证 · 100%
brew install numpylocal Homebrew formula metadata
安装
其他安装命令
Linux
Debian apt已验证 · 92%
sudo apt install python-numpy-docDebian stable package indexes · python-numpy-doc · 来源: deb.debian.org
Fedora dnf已验证 · 92%
sudo dnf install python3-numpyFedora Rawhide package metadata · python3-numpy · 来源: dl.fedoraproject.org
Ubuntu apt已验证 · 92%
sudo apt install python3-numpyUbuntu 24.04 LTS package indexes · python3-numpy · 来源: archive.ubuntu.com
Windows
Chocolatey已验证 · 92%
choco install numpyChocolatey community package catalog · numpy · 来源: community.chocolatey.org
概览
软件包摘要
Package for scientific computing with Python
历史
项目历史与用法
NumPy is the foundational array package for scientific computing in Python. It supplies the `ndarray`, vectorized operations, broadcasting, linear algebra and numerical routines, a C API, and the `f2py` command-line interface for building Python bindings to Fortran code.
项目历史
The official NumPy about page says NumPy was created in 2005, building on Numeric and Numarray. The old SciPy history records the project as a reunion: Travis Oliphant wanted to bring the split Numeric/numarray community back to one array package, refactored Numeric to absorb numarray's features, and after naming discussion the multidimensional array project became NumPy.
采用历史
NumPy became the array substrate for the Python scientific stack. The 2020 Nature paper 'Array programming with NumPy' describes NumPy as a 2005 unification of Numarray's features with Numeric's small-array performance and C API, and says that by 2020 it underpinned almost every Python library doing scientific or numerical computation, including SciPy, Matplotlib, pandas, scikit-learn, and scikit-image.
使用方式
Users install NumPy directly for dense arrays, vectorized math, broadcasting, random sampling, FFTs, statistics, basic linear algebra, and data interchange with other Python libraries. Package maintainers also care about the compiled-code boundary: `f2py` is distributed with NumPy as both `numpy.f2py` and a standalone command-line tool, making old Fortran routines callable from Python, while the C API supports extensions and downstream projects.
为什么软件包爱好者会关心
For package ecosystems, NumPy is not just a library; it is an ABI, build, and compatibility gravity well. Python packages with native extensions often pin or test against NumPy versions, scientific Linux/macOS distributions ship optimized BLAS/LAPACK stacks underneath it, and Homebrew's formula page showed 333,990 installs over 365 days on July 1, 2026 despite Python users often installing it through pip or conda instead.
时间线
- 1990s-2000s: Numeric and then Numarray serve overlapping array-computing communities.
- 2005: NumPy is created by combining Numeric and Numarray ideas into one project.
- 2020: Nature publishes 'Array programming with NumPy', documenting its role across scientific Python.
Related projects
- Numeric
- Numarray
- SciPy
- Matplotlib
- pandas
- scikit-learn
- scikit-image
来源
安全态势
尚未找到受保护工具覆盖
没有找到 numpy 的匹配本地密钥处理 manifest。Nucleus 软件包元数据仍在此发布，以便未来覆盖拥有稳定的软件包 URL。
安装行为
- formula 元数据中未记录 Homebrew post-install 钩子。
- Homebrew bottle 元数据适用于 6 个平台目标。
- 安装时包含 1 个运行时依赖。
- 构建元数据列出 5 个构建依赖。
建议审查
在无人值守的代理使用前，请检查该工具是否读取明文凭据、写入远程状态、发布制品或调用插件。
可执行文件
已安装的可执行文件
| 命令 | 类型 | 暴露范围 | 备注 |
|---|---|---|---|
f2py | cli | 全局可执行文件 | |
numpy-config | cli | 全局可执行文件 |
新鲜度
版本和新鲜度
这些信号区分页生成时间、软件包管理器活动和上游发布比较。只有存在证据 URL 和可比较版本时，才会提示版本落后。
页面生成时间2026-07-10
管理器版本2.5.1
管理器更新时间2026-07-07
本地数据OK
上游not checked
检测到的最新版本未检测到
- 信息Release/tag comparison is only available for GitHub repositories.https://www.numpy.org/none 置信度
安装元数据
软件包元数据
| 软件包键 | brew:numpy |
|---|---|
| 版本 | 2.5.1 |
| 软件包管理器 | Homebrew |
| 软件包管理器页面 | https://formulae.brew.sh/formula/numpy |
| 主页 | https://www.numpy.org/ |
| 仓库 | https://github.com/numpy/numpy |
| 上游文档 | https://numpy.org/doc/stable/index |
| 许可证 | BSD-3-Clause |
| 源码归档 | https://files.pythonhosted.org/packages/22/fd/89965aa4ac08c74998539fcbf24fa3540f3e15237fbeb6bcf9c908f4aade/numpy-2.5.1.tar.gz |
| 最后更新 | 2026-07-07T20:38:47Z |
| Pulse | updated |
| 依赖 | openblas |
| 构建依赖 | gcc, meson, ninja, python@3.13, python@3.14 |
| Bottle | 可用 (于 arm64_linux, arm64_sequoia, arm64_sonoma, arm64_tahoe, sonoma, x86_64_linux) |
| Homebrew post-install | 未定义 |
| 服务 | 未声明 |
| 注意事项 | To run `f2py`, you may need to `brew install python@3.14` |
注册表事实
源数据库详情
| Source Database | Homebrew formula API |
|---|---|
| Tap | homebrew/core |
| Full Name | numpy |
| Version Scheme | 0 |
| Revision | 0 |
| Head Version | HEAD |
| Bottle Stable Root URL | https://ghcr.io/v2/homebrew/core |
| Deprecated | no |
| Disabled | no |
| Keg Only | no |
| URL Keys |
|
源数据库匹配
其他软件包管理器记录
匹配项来自外部软件包管理器索引，并与本地 Automic Vault 软件包链接分开显示。
Debian apt95%
python-numpy-doc 1:2.2.4+ds-1
Python library for numerical computations (Documentation)
sudo apt install python-numpy-doc- Section: doc
- Architecture: all
- Source Package: numpy
- 1 依赖
- 6 可选依赖
- normalized package name match
- 匹配方式：Numpy
Debian apt95%
python3-numpy 1:2.2.4+ds-1
Python library for numerical computations (Python 3)
sudo apt install python3-numpy- Section: python
- Architecture: amd64
- Source Package: numpy
- 9 依赖
- 3 提供
- 5 可选依赖
- normalized package name match
- 匹配方式：Numpy
Debian apt95%
python3-numpy-dev 1:2.2.4+ds-1
Python library for numerical computations (Python 3 headers)
sudo apt install python3-numpy-dev- Section: python
- Architecture: amd64
- Source Package: numpy
- 1 提供
- 1 可选依赖
- normalized package name match
- 匹配方式：Numpy
Ubuntu apt95%
python3-numpy 1:1.26.4+ds-6ubuntu1
Fast array facility to the Python language (Python 3)
sudo apt install python3-numpy- Section: python
- Architecture: amd64
- Source Package: numpy
- 8 依赖
- 5 提供
- 4 可选依赖
- normalized package name match
- 匹配方式：Numpy
dnf95%
python3-numpy 2.4.6-2.fc45
A fast multidimensional array facility for Python
sudo dnf install python3-numpy- License: BSD-3-Clause AND MIT AND Apache-2.0 AND (Zlib OR BSL-1.0)
- Category: Unspecified
- Architecture: x86_64
- Source Package: numpy
- 10 依赖
- 7 提供
- normalized package name match
- 匹配方式：Numpy
dnf95%
python3-numpy-doc 2.4.6-2.fc45
Documentation for numpy
sudo dnf install python3-numpy-doc- License: BSD-3-Clause AND MIT AND Apache-2.0 AND (Zlib OR BSL-1.0)
- Category: Unspecified
- Architecture: noarch
- Source Package: numpy
- 1 依赖
- 1 提供
- normalized package name match
- 匹配方式：Numpy
dnf95%
python3-numpy-f2py 2.4.6-2.fc45
f2py for numpy
sudo dnf install python3-numpy-f2py- License: BSD-3-Clause AND MIT AND Apache-2.0 AND (Zlib OR BSL-1.0)
- Category: Unspecified
- Architecture: x86_64
- Source Package: numpy
- 3 依赖
- 6 提供
- normalized package name match
- 匹配方式：Numpy
Chocolatey95%
numpy
choco install numpy- normalized package name match
- 匹配方式：Numpy
来源线索
由仓库数据生成
此页面由 av-web 从 scripts/generate-pkg-sqlite.py 生成的私有软件包 SQLite 工件提供。
Combined YAML source
View the package source record on GitHub.
使用的来源
- Geiger risk classifier
- Nucleus package database
- av.db category and tag curation
- cross-ecosystem install command graph
- curated package history
- external package-manager database matches
- package relationship graph
- package version freshness
- package-page enrichment