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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.
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

The documentation can be found at https://automl.github.io/ConfigSpace/master/. Further examples can be found in the SMAC documentation.

Citing the ConfigSpace

@article{
    title   = {BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters},
    author  = {M. Lindauer and K. Eggensperger and M. Feurer and A. Biedenkapp and J. Marben and P. Müller and F. Hutter},
    journal = {arXiv:1908.06756 {[cs.LG]}},
    date    = {2019},
}

Project details


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Files for ConfigSpace, version 0.4.20
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Filename, size ConfigSpace-0.4.20-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.2 MB) File type Wheel Python version cp37 Upload date Hashes View
Filename, size ConfigSpace-0.4.20-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (4.0 MB) File type Wheel Python version cp37 Upload date Hashes View
Filename, size ConfigSpace-0.4.20-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.8 MB) File type Wheel Python version cp38 Upload date Hashes View
Filename, size ConfigSpace-0.4.20-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (4.6 MB) File type Wheel Python version cp38 Upload date Hashes View
Filename, size ConfigSpace-0.4.20-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.7 MB) File type Wheel Python version cp39 Upload date Hashes View
Filename, size ConfigSpace-0.4.20-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (4.5 MB) File type Wheel Python version cp39 Upload date Hashes View
Filename, size ConfigSpace-0.4.20.tar.gz (103.9 kB) File type Source Python version None Upload date Hashes View

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