BSD Ports

wip/py-cma 1.1.01 NetBSD

Covariance Matrix Adaptation Evolution Strategy for non-linear

System
NetBSD
Repository
pkgsrc-wip
Maintainer
[email protected]
License
mit
Categories
wip, math, python

Description

CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python

a stochastic numerical optimization algorithm for difficult (non-convex, ill-conditioned, multimodal) optimization problems in continuous search spaces, implemented in Python.

Typical domain of application are objective functions with:

search space dimension between 5 and 100, at least about 100 times dimension function evaluations needed to get satisfactory solutions, non-separable, ill-conditioned, or rugged/multi-modal landscapes

Install

From pkgsrc-wip (no binary package):

cd /usr/pkgsrc/wip/py-cma && make install clean

Dependencies

Run dependencies 1

No port depends on this one.