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* Documentation was updated thoroughly. A new theme with a new structure is provided and all pages have been updated. Also, the examples revised and up-to-date. * Option to use an own stopping strategy using `IncorporateRunResultCallback`. * Changed `scripts/smac` to `scripts/smac.py`. * `README.md` updated. * `CITATION.cff` added. * Made `smac-validate.py` consistent with runhistory and tae. (#762) * `minR`, `maxR` and `use_ta_time` can now be initialized by the scenario. (#775) * `ConfigSpace.util.get_one_exchange_neighborhood`'s invalid configurations are ignored. (#773) * Fixed an incorrect adaptive capping behaviour. (#749) * Avoid the potential `ValueError` raised by `LocalSearch._do_search`. (#773) Co-authored-by: dengdifan <33290713+dengdifan@users.noreply.github.com> Co-authored-by: Filip Bártek <Filip.Bartek@hotmail.com> Co-authored-by: Thomas Holvoet <tholvoet@telenet.be> Co-authored-by: benjamc <75323339+benjamc@users.noreply.github.com> Co-authored-by: Carolin Benjamins <benjamins@tnt.uni-hannover.de> Co-authored-by: Marius Lindauer <marius.rks@googlemail.com> Co-authored-by: eddiebergman <eddiebergmanhs@gmail.com> Co-authored-by: Difan Deng <deng@dengster.tnt.uni-hannover.de> Co-authored-by: dengdifan <difandeng@gmail.com> Co-authored-by: Tim Ruhkopf <timruhkopf@gmail.com>
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name: Examples | ||
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on: [push, pull_request] | ||
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jobs: | ||
ubuntu: | ||
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runs-on: ubuntu-18.04 | ||
strategy: | ||
matrix: | ||
python-version: [3.9] | ||
fail-fast: false | ||
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steps: | ||
- uses: actions/checkout@v2 | ||
- name: Setup Python ${{ matrix.python-version }} | ||
uses: actions/setup-python@v2 | ||
with: | ||
python-version: ${{ matrix.python-version }} | ||
- name: Conda Install test dependencies | ||
run: | | ||
# Miniconda is available in $CONDA env var | ||
$CONDA/bin/conda create -n testenv --yes pip wheel gxx_linux-64 gcc_linux-64 swig python=${{ matrix.python-version }} | ||
$CONDA/envs/testenv/bin/python3 -m pip install --upgrade pip | ||
$CONDA/envs/testenv/bin/pip3 install -e .[all] |
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--- | ||
cff-version: 1.2.0 | ||
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message: "If you used SMAC in one of your research projects, please cite us:" | ||
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title: "SMAC3" | ||
date-released: "2016-08-17" | ||
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url: "https://automl.github.io/SMAC3/master/index.html" | ||
repository-code: "https://github.com/automl/SMAC3" | ||
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version: "1.0.1" | ||
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type: "software" | ||
keywords: | ||
- "blackbox optimization" | ||
- "optimization" | ||
- "bayesian optimization" | ||
- "algorithm configuration" | ||
- "machine learning" | ||
- "algorithms" | ||
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license: "BSD-3-Clause" | ||
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authors: | ||
- family-names: "Lindauer" | ||
given-names: "Marius" | ||
affiliation: "Leibniz Universität Hannover" | ||
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- family-names: "Eggensperger" | ||
given-names: "Katharina" | ||
orcid: "https://orcid.org/0000-0002-0309-401X" | ||
affiliation: "University of Freiburg, Germany" | ||
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- family-names: "Feurer" | ||
given-names: "Matthias" | ||
orcid: "https://orcid.org/0000-0001-9611-8588" | ||
affiliation: "University of Freiburg, Germany" | ||
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- family-names: "Biedenkapp" | ||
given-names: "André" | ||
orcid: "https://orcid.org/0000-0002-8703-8559" | ||
affiliation: "University of Freiburg, Germany" | ||
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- family-names: "Deng" | ||
given-names: "Difan" | ||
affiliation: "Leibniz Universität Hannover" | ||
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- family-names: "Benjamins" | ||
given-names: "Carolin" | ||
affiliation: "Leibniz Universität Hannover" | ||
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- family-names: "Sass" | ||
given-names: "René" | ||
affiliation: "Leibniz Universität Hannover" | ||
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- family-names: "Hutter" | ||
given-names: "Frank" | ||
affiliation: "University of Freiburg, Germany" | ||
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- family-names: "Falkner" | ||
given-names: "Stefan" | ||
orcid: "https://orcid.org/0000-0002-6303-9418" | ||
affiliation: "Bosch Center for Artificial Intelligence, Rennigen, Germany" | ||
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preferred-citation: | ||
type: "article" | ||
title: "SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization" | ||
month: "9" | ||
year: "2021" | ||
url: "https://arxiv.org/abs/2109.09831" | ||
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authors: | ||
- family-names: "Lindauer" | ||
given-names: "Marius" | ||
affiliation: "Leibniz Universität Hannover" | ||
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- family-names: "Eggensperger" | ||
given-names: "Katharina" | ||
orcid: "https://orcid.org/0000-0002-0309-401X" | ||
affiliation: "University of Freiburg, Germany" | ||
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- family-names: "Feurer" | ||
given-names: "Matthias" | ||
orcid: "https://orcid.org/0000-0001-9611-8588" | ||
affiliation: "University of Freiburg, Germany" | ||
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- family-names: "Biedenkapp" | ||
given-names: "André " | ||
orcid: "https://orcid.org/0000-0002-8703-8559" | ||
affiliation: "University of Freiburg, Germany" | ||
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- family-names: "Deng" | ||
given-names: "Difan" | ||
affiliation: "Leibniz Universität Hannover" | ||
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- family-names: "Benjamins" | ||
given-names: "Carolin" | ||
affiliation: "Leibniz Universität Hannover" | ||
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- family-names: "Sass" | ||
given-names: "René" | ||
affiliation: "Leibniz Universität Hannover" | ||
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- family-names: "Hutter" | ||
given-names: "Frank" | ||
affiliation: "University of Freiburg, Germany" | ||
... |
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