math/py-cma 4.5.0
CMA-ES for non-linear numerical optimization in Python
- Repository
- FreeBSD ports
- Maintainer
- [email protected]
- Last update
- Commit
83a016d76a- License
- BSD3CLAUSE
- Categories
- math, python
- Package size
- 646.1 KiB, 4011.4 KiB installed
Description
pycma is a Python implementation of CMA-ES and a few related numerical optimization tools.
The Covariance Matrix Adaptation Evolution Strategy (CMA-ES) is a stochastic derivative-free numerical optimization algorithm for difficult (non-convex, ill-conditioned, multi-modal, rugged, noisy) optimization problems in continuous search spaces.
Install
As a binary package — by origin, or by package name:
pkg install math/py-cma
pkg install py312-cmaFrom the ports tree:
cd /usr/ports/math/py-cma/ && make install cleanTo depend on this port in another port's Makefile:
RUN_DEPENDS= py312-cma>0:math/py-cmaPackages
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 | 4.5.0 | 4.5.0 | - | 4.0.0 | 4.5.0 |
| FreeBSD:14:quarterly | 4.5.0 | 4.5.0 | n/a | 4.0.0 | 4.5.0 |
| FreeBSD:15:latest | 4.5.0 | 4.5.0 | n/a | 4.0.0 | 4.0.0 |
| FreeBSD:15:quarterly | 4.5.0 | 4.5.0 | n/a | n/a | n/a |
| FreeBSD:16:latest | 4.5.0 | 4.5.0 | 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.
Build 2
${PYTHON_PKGNAMEPREFIX}setuptools>=61: devel/py-setuptools${PYTHON_PKGNAMEPREFIX}wheel>=0: devel/py-wheel
Runtime 1
${PYTHON_PKGNAMEPREFIX}numpy>=0,1: math/py-numpy
The full lists below include those, and their dependencies in turn.
All build dependencies 16
All run dependencies 16
Required by 1
Configuration
Options name: math_cma
| Option | Default | Description |
|---|---|---|
| CONSTRAINED_SOLUTION_TRACKING | off | Convergence tracking support |
| PLOTTING | off | Plotting support |
- USES
- python
- Service scripts
- none
Files
distinfo 1
| File | Size | SHA256 |
|---|---|---|
| cma-4.5.0.tar.gz | 335637 | 5e6774388d4a3798116bf9aff7684cf44d59f966d868f375e61811f74e132934 |
Master sites 1
- PYPI