py27-autograd-1.2_1.txz


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Description

py27-autograd - Efficiently computes derivatives of numpy code

Property Value
Distribution FreeBSD 11
Repository FreeBSD Ports Latest amd64
Package filename py27-autograd-1.2_1.txz
Package name py27-autograd
Package version 1.2
Package release 1
Package architecture amd64
Package type txz
Category math python
Homepage https://github.com/HIPS/autograd
License MIT
Maintainer rm@FreeBSD.org
Download size 77.68 KB
Installed size 655.25 KB
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
supports reverse-mode differentiation (a.k.a. backpropagation), which means it
can efficiently take gradients of scalar-valued functions with respect to
array-valued arguments, as well as forward-mode differentiation, and the two
can be composed arbitrarily. The main intended application of Autograd is
gradient-based optimization.
WWW: https://github.com/HIPS/autograd

Alternatives

Package Version Architecture Repository
py27-autograd-1.2_1.txz 1.2 i386 FreeBSD Ports Latest
py27-autograd-1.2_1.txz 1.2 i386 FreeBSD Ports Quarterly
py27-autograd-1.2_1.txz 1.2 amd64 FreeBSD Ports Quarterly
py27-autograd - - -

Requires

Name Value
py27-future = 0.17.1_1
py27-numpy = 1.16.4_1,1
py27-setuptools = 41.0.1
python27 = 2.7.16_1

Download

Type URL
Mirror pkg.freebsd.org
Binary Package py27-autograd-1.2_1.txz
Source Package math/py-autograd

Install Howto

Install py27-autograd txz package:

# pkg install py27-autograd

See Also

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py27-azure-cli-2.0.74_1.txz Microsoft Azure Command-Line Tools
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py27-azure-cli-core-2.0.74.txz Microsoft Azure Command-Line Tools Core Module
py27-azure-cli-telemetry-1.0.3.txz Microsoft Azure CLI Telemetry Package
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