math/py-autograd - The NetBSD Packages Collection

Efficiently computes derivatives of numpy code

Autograd can automatically differentiate native Python and Numpy
code. It can handle a large subset of Python's features, including
loops, ifs, recursion and closures, and it can even take derivatives
of derivatives of derivatives. It uses reverse-mode differentiation
(a.k.a. backpropagation), which means it can efficiently take
gradients of scalar-valued functions with respect to array-valued
arguments. The main intended application is gradient-based
optimization.

Build dependencies

pkgtools/cwrappers

Runtime dependencies

devel/py-future devel/py-setuptools lang/python38 lang/python38 math/py-numpy math/py-numpy

Binary packages

OSArchitectureVersion
NetBSD 8.0i386py27-autograd-1.3.tgz
NetBSD 8.0i386py36-autograd-1.3.tgz
NetBSD 8.0i386py37-autograd-1.3.tgz
NetBSD 8.0i386py38-autograd-1.3.tgz
NetBSD 8.0i386py27-autograd-1.3nb1.tgz
NetBSD 8.0i386py36-autograd-1.3nb1.tgz
NetBSD 8.0i386py37-autograd-1.3nb1.tgz
NetBSD 8.0i386py38-autograd-1.3nb1.tgz
NetBSD 8.0i386py39-autograd-1.3nb1.tgz
NetBSD 8.0i386py27-autograd-1.3nb1.tgz
NetBSD 8.0i386py36-autograd-1.3nb1.tgz
NetBSD 8.0i386py37-autograd-1.3nb1.tgz
NetBSD 8.0i386py38-autograd-1.3nb1.tgz
NetBSD 8.0i386py39-autograd-1.3nb1.tgz
NetBSD 8.0i386py27-autograd-1.3nb1.tgz
NetBSD 8.0i386py37-autograd-1.3nb1.tgz
NetBSD 8.0i386py38-autograd-1.3nb1.tgz
NetBSD 8.0i386py39-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy27-autograd-1.3.tgz
NetBSD 8.0powerpcpy36-autograd-1.3.tgz
NetBSD 8.0powerpcpy37-autograd-1.3.tgz
NetBSD 8.0powerpcpy38-autograd-1.3.tgz
NetBSD 8.0powerpcpy27-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy36-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy37-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy38-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy39-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy27-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy36-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy37-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy38-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy39-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy27-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy36-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy37-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy38-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy39-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy27-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy36-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy37-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy38-autograd-1.3nb1.tgz
NetBSD 8.0powerpcpy39-autograd-1.3nb1.tgz
NetBSD 8.0x86_64py27-autograd-1.3nb1.tgz
NetBSD 8.0x86_64py36-autograd-1.3nb1.tgz
NetBSD 8.0x86_64py37-autograd-1.3nb1.tgz
NetBSD 8.0x86_64py38-autograd-1.3nb1.tgz
NetBSD 8.0x86_64py39-autograd-1.3nb1.tgz
NetBSD 8.0x86_64py27-autograd-1.3.tgz
NetBSD 8.0x86_64py36-autograd-1.3.tgz
NetBSD 8.0x86_64py37-autograd-1.3.tgz
NetBSD 8.0x86_64py38-autograd-1.3.tgz
NetBSD 8.0x86_64py27-autograd-1.3nb1.tgz
NetBSD 8.0x86_64py36-autograd-1.3nb1.tgz
NetBSD 8.0x86_64py37-autograd-1.3nb1.tgz
NetBSD 8.0x86_64py38-autograd-1.3nb1.tgz
NetBSD 8.0x86_64py39-autograd-1.3nb1.tgz
NetBSD 8.0x86_64py27-autograd-1.3nb1.tgz
NetBSD 8.0x86_64py37-autograd-1.3nb1.tgz
NetBSD 8.0x86_64py38-autograd-1.3nb1.tgz
NetBSD 8.0x86_64py39-autograd-1.3nb1.tgz
NetBSD 9.0aarch64py27-autograd-1.3nb1.tgz
NetBSD 9.0aarch64py37-autograd-1.3nb1.tgz
NetBSD 9.0aarch64py38-autograd-1.3nb1.tgz
NetBSD 9.0aarch64py39-autograd-1.3nb1.tgz
NetBSD 9.0aarch64py27-autograd-1.3.tgz
NetBSD 9.0aarch64py36-autograd-1.3.tgz
NetBSD 9.0aarch64py37-autograd-1.3.tgz
NetBSD 9.0aarch64py38-autograd-1.3.tgz
NetBSD 9.0aarch64py27-autograd-1.3nb1.tgz
NetBSD 9.0aarch64py36-autograd-1.3nb1.tgz
NetBSD 9.0aarch64py37-autograd-1.3nb1.tgz
NetBSD 9.0aarch64py38-autograd-1.3nb1.tgz
NetBSD 9.0aarch64py39-autograd-1.3nb1.tgz
NetBSD 9.0aarch64py27-autograd-1.3nb1.tgz
NetBSD 9.0aarch64py36-autograd-1.3nb1.tgz
NetBSD 9.0aarch64py37-autograd-1.3nb1.tgz
NetBSD 9.0aarch64py38-autograd-1.3nb1.tgz
NetBSD 9.0aarch64py39-autograd-1.3nb1.tgz
NetBSD 9.0alphapy27-autograd-1.3nb1.tgz
NetBSD 9.0alphapy36-autograd-1.3nb1.tgz
NetBSD 9.0alphapy37-autograd-1.3nb1.tgz
NetBSD 9.0alphapy38-autograd-1.3nb1.tgz
NetBSD 9.0alphapy39-autograd-1.3nb1.tgz
NetBSD 9.0alphapy27-autograd-1.3nb1.tgz
NetBSD 9.0alphapy36-autograd-1.3nb1.tgz
NetBSD 9.0alphapy37-autograd-1.3nb1.tgz
NetBSD 9.0alphapy38-autograd-1.3nb1.tgz
NetBSD 9.0alphapy39-autograd-1.3nb1.tgz
NetBSD 9.0i386py27-autograd-1.3.tgz
NetBSD 9.0i386py36-autograd-1.3.tgz
NetBSD 9.0i386py37-autograd-1.3.tgz
NetBSD 9.0i386py38-autograd-1.3.tgz
NetBSD 9.0i386py27-autograd-1.3nb1.tgz
NetBSD 9.0i386py36-autograd-1.3nb1.tgz
NetBSD 9.0i386py37-autograd-1.3nb1.tgz
NetBSD 9.0i386py38-autograd-1.3nb1.tgz
NetBSD 9.0i386py39-autograd-1.3nb1.tgz
NetBSD 9.0i386py27-autograd-1.3nb1.tgz
NetBSD 9.0i386py36-autograd-1.3nb1.tgz
NetBSD 9.0i386py37-autograd-1.3nb1.tgz
NetBSD 9.0i386py38-autograd-1.3nb1.tgz
NetBSD 9.0i386py39-autograd-1.3nb1.tgz
NetBSD 9.0i386py27-autograd-1.3nb1.tgz
NetBSD 9.0i386py37-autograd-1.3nb1.tgz
NetBSD 9.0i386py38-autograd-1.3nb1.tgz
NetBSD 9.0i386py39-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy27-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy36-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy37-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy38-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy39-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy27-autograd-1.3.tgz
NetBSD 9.0powerpcpy36-autograd-1.3.tgz
NetBSD 9.0powerpcpy37-autograd-1.3.tgz
NetBSD 9.0powerpcpy38-autograd-1.3.tgz
NetBSD 9.0powerpcpy27-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy36-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy37-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy38-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy39-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy27-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy36-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy37-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy38-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy39-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy27-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy36-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy37-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy38-autograd-1.3nb1.tgz
NetBSD 9.0powerpcpy39-autograd-1.3nb1.tgz
NetBSD 9.0sparc64py27-autograd-1.3nb1.tgz
NetBSD 9.0sparc64py36-autograd-1.3nb1.tgz
NetBSD 9.0sparc64py37-autograd-1.3nb1.tgz
NetBSD 9.0sparc64py38-autograd-1.3nb1.tgz
NetBSD 9.0sparc64py39-autograd-1.3nb1.tgz
NetBSD 9.0sparc64py27-autograd-1.3nb1.tgz
NetBSD 9.0sparc64py36-autograd-1.3nb1.tgz
NetBSD 9.0sparc64py37-autograd-1.3nb1.tgz
NetBSD 9.0sparc64py38-autograd-1.3nb1.tgz
NetBSD 9.0sparc64py39-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py27-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py36-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py37-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py38-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py39-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py27-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py37-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py38-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py39-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py27-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py36-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py37-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py38-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py39-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py27-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py37-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py38-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py39-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py27-autograd-1.3.tgz
NetBSD 9.0x86_64py36-autograd-1.3.tgz
NetBSD 9.0x86_64py37-autograd-1.3.tgz
NetBSD 9.0x86_64py38-autograd-1.3.tgz
NetBSD 9.0x86_64py27-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py36-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py37-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py38-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py39-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py27-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py36-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py37-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py38-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py39-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py27-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py37-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py38-autograd-1.3nb1.tgz
NetBSD 9.0x86_64py39-autograd-1.3nb1.tgz

Binary packages can be installed with the high-level tool pkgin (which can be installed with pkg_add) or pkg_add(1) (installed by default). The NetBSD packages collection is also designed to permit easy installation from source.

Available build options

(none)

Known vulnerabilities

The pkg_admin audit command locates any installed package which has been mentioned in security advisories as having vulnerabilities.

Please note the vulnerabilities database might not be fully accurate, and not every bug is exploitable with every configuration.


Problem reports, updates or suggestions for this package should be reported with send-pr.