Surrogate Optimization Toolbox

Installers

Info: This package contains files in non-standard labels.

conda install

  • noarch  v0.2.3
To install this package with conda run one of the following:
conda install -c conda-forge pysot
conda install -c conda-forge/label/gcc7 pysot
conda install -c conda-forge/label/cf201901 pysot

Description

pySOT is an asynchronous parallel optimization toolbox for global deterministic optimization problems. The main purpose of the toolbox is for optimization of computationally expensive black-box objective functions with continuous and/or integer variables where the number of evaluations is limited. If there are several processors available it may make sense to evaluate the objective function using either asynchronous or synchronous parallel. pySOT uses the event-driven framework for asynchronous optimization strategies POAP (https://github.com/dbindel/POAP) to provide this functionality.

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