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Creation and manipulation of parameter configuration spaces for automated algorithm configuration and hyperparameter tuning.

Project description

# ConfigSpace

A simple python module to manage configuration spaces for algorithm configuration and hyperparameter optimization tasks. Includes various scripts to translate between different text formats for configuration space description. Distributed under BSD 3-clause, see LICENSE except all files in the directory ConfigSpace.nx, which are copied from the networkx package and licensed under a BSD license.

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Examples usage can be found in the [SMAC documentation](https://automl.github.io/SMAC3/stable/quickstart.html#using-smac-in-python-svm).

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