ConfigSpace-nni

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


Keywords
algorithm, configuration, hyperparameter, optimization, empirical, evaluation, black, box
License
BSD-3-Clause
Install
pip install ConfigSpace-nni==0.4.7

Documentation

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.

Build Status

Examples usage can be found in the SMAC documentation.