Benchmarking framework for all types of black-box optimization algorithms.

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  • License: BSD License (BSD-3-Clause)
  • Author: Asma Atamna, Dimo Brockhoff, Lorenzo Consoli, Ouassim Ait ElHara, Paul Dufossé, Nikolaus Hansen, Leopold Luley, Olaf Mersmann, Duc Manh Nguyen, Phillipe R. Sampaio, Marc Schoenauer, Dejan Tušar, Tea Tušar, Konstantinos Varelas
  • Requires: Python >=3.8
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Project description

COmparing Continuous Optimisers COCO Experiment

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The coco-experiment Python module implements the experimental part of COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting. It provides several benchmark function suites and the data logging.

Documentation

The main documentation pages for the coco-experiment package cocoex can be found at

Below are installation instruction and some usage hints.

Installation

The easiest way to install coco-experiment is using pip (preferably in a virtual environment):

pip install -U coco-experiment

For the difficult way look at this page and start with git clone https://github.com/numbbo/coco-experiment.git.

Usage

Similar to scikit-learn, the module name (coco-experiment) is not the import name, hence usage starts with

import cocoex

To get started, take a look at the getting-started page and at this simple example experiment. To run an experiment in practice, take a look at the complete example experiment.

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  • License: BSD License (BSD-3-Clause)
  • Author: Asma Atamna, Dimo Brockhoff, Lorenzo Consoli, Ouassim Ait ElHara, Paul Dufossé, Nikolaus Hansen, Leopold Luley, Olaf Mersmann, Duc Manh Nguyen, Phillipe R. Sampaio, Marc Schoenauer, Dejan Tušar, Tea Tušar, Konstantinos Varelas
  • Requires: Python >=3.8
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The following attestation bundles were made for coco_experiment-2.8.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl:

Publisher: tag_release.yml on numbbo/coco-experiment

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

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Details for the file coco_experiment-2.8.2-cp39-cp39-macosx_11_0_arm64.whl.

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Provenance

The following attestation bundles were made for coco_experiment-2.8.2-cp39-cp39-macosx_11_0_arm64.whl:

Publisher: tag_release.yml on numbbo/coco-experiment

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

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