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The ropt ensemble optimizer module

Project description

ropt

ropt is a Python module for running robust optimization workflows.

ropt is developed by the Netherlands Organisation for Applied Scientific Research (TNO). All files in this repository are released under the GNU General Public License v3.0 (a copy is provided in the LICENSE file).

Dependencies

ropt has been tested with Python versions 3.8-3.12.

ropt requires one or more optimization backends to function. A backend based on optimizers included in SciPy is installed by default.

Installation

pip install ropt

To enable some options, the following optional-dependencies can be installed:

  • storage : Enables pandas, xarrays and netCDF support.
  • parsl : Enables the parsl-based evaluator functionality.

To install both:

pip install ropt[storage,parsl]

Documentation

Detailed documentation and examples can be found in the online manual (on GitHubPages or on Read the Docs).

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