math/py-algopy 0.7.2
Algorithmic Differentiation (AD) and Taylor polynomial approximations
- Repository
- FreeBSD ports
- Maintainer
- [email protected]
- Last update
- Commit
59ccf40798- License
- BSD3CLAUSE
- Categories
- math, python
- Package size
- 265.6 KiB, 2138.0 KiB installed
Description
The purpose of AlgoPy is the evaluation of higher-order derivatives in the forward and reverse mode of Algorithmic Differentiation (AD) of functions that are implemented as Python programs. Particular focus are functions that contain numerical linear algebra functions as they often appear in statistically motivated functions. The intended use of AlgoPy is for easy prototyping at reasonable execution speeds. More precisely, for a typical program a directional derivative takes order 10 times as much time as time as the function evaluation. This is approximately also true for the gradient.
Install
As a binary package — by origin, or by package name:
pkg install math/py-algopy
pkg install py312-algopyFrom the ports tree:
cd /usr/ports/math/py-algopy/ && make install cleanTo depend on this port in another port's Makefile:
RUN_DEPENDS= py312-algopy>0:math/py-algopyPackages
The version each package repository carries. “-” means the repository builds no package of it, “n/a” that there is no such repository.
| Repository | aarch64 | amd64 | armv6 | armv7 | i386 |
|---|---|---|---|---|---|
| FreeBSD:14:latest | 0.7.2 | 0.7.2 | - | 0.5.7_4 | 0.7.2 |
| FreeBSD:14:quarterly | 0.7.2 | 0.7.2 | n/a | 0.5.7_4 | 0.7.2 |
| FreeBSD:15:latest | 0.7.2 | 0.7.2 | n/a | 0.5.7_4 | 0.5.7_4 |
| FreeBSD:15:quarterly | 0.7.2 | 0.7.2 | n/a | n/a | n/a |
| FreeBSD:16:latest | 0.7.2 | 0.7.2 | n/a | n/a | n/a |
| FreeBSD:16:quarterly | n/a | n/a | n/a | n/a | n/a |
Dependencies
As this port's Makefile names them.
Runtime 1
${PYTHON_PKGNAMEPREFIX}numpy>=1.16: math/py-numpy
The full lists below include those, and their dependencies in turn.
All build dependencies 11
All run dependencies 16
No port depends on this one.
Configuration
No options to configure.
- USES
- python
- Service scripts
- none
Files
distinfo 1
| File | Size | SHA256 |
|---|---|---|
| algopy-0.7.2.tar.gz | 160544 | 4a82ba3d44964430733c5c44c498779ac84879cabf70b31136d550b5e6252d51 |
Master sites 1
- PYPI