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If you use certain black boxes, we also recommend citing the original work:
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|Black box|Reference(s)|
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|---------|---------|
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|`dockstring`|[(García-Ortegón et al. 2022)](https://pubs.acs.org/doi/10.1021/acs.jcim.1c01334)|
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|`drd3_docking`|[(Graff, Shakhnovich and Coley 2020)](https://pubs.acs.org/doi/10.1021/acs.jcim.1c01334), [(Graff and Coley 2022)](https://joss.theoj.org/papers/10.21105/joss.03950), [(Huang et al. 2022)](https://www.nature.com/articles/s41589-022-01131-2)|
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|`foldx_*`|[(Schymkowitz et al. 2005)](https://academic.oup.com/nar/article/33/suppl_2/W382/2505499)|
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|`gfp_cbas`|[(Brookes, Park and Listgarten 2019)](https://proceedings.mlr.press/v97/brookes19a.html)|
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|`gfp_select`|[(Brookes, Park and Listgarten 2019)](https://proceedings.mlr.press/v97/brookes19a.html)|
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|`penalized_logp_lambo`|[(Stanton et al. 2022)](https://github.com/samuelstanton/lambo)|
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|`rasp`|[(Blaabjerg et al. 2022)](https://github.com/KULL-Centre/_2022_ML-ddG-Blaabjerg)|
|`rfp_foldx_*`|[(Schymkowitz et al. 2005)](https://academic.oup.com/nar/article/33/suppl_2/W382/2505499), [(Stanton et al. 2022)](https://github.com/samuelstanton/lambo)|
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|`sa_tdc`|[(Huang et al. 2022)](https://www.nature.com/articles/s41589-022-01131-2), [(rdkit)](https://github.com/rdkit/rdkit), [(Ertl and Schuffenhauer 2009)](https://link.springer.com/article/10.1186/1758-2946-1-8)|
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|`super_mario_bros`|[(Volz et al. 2018)](https://github.com/CIGbalance/DagstuhlGAN), [(González-Duque 2023)](https://github.com/miguelgondu/minimal_VAE_on_Mario)|
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|`toy_continuous_problem`|[(Al-Roomi 2015)](https://www.al-roomi.org/benchmarks/unconstrained), [(Surjanovic and Bingham 2013)](https://www.sfu.ca/~ssurjano/optimization.html)|
<liclass="toc-h2 nav-item toc-entry"><aclass="reference internal nav-link" href="#cite-us-and-other-relevant-work">Cite us and other relevant work</a></li>
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<liclass="toc-h2 nav-item toc-entry"><aclass="reference internal nav-link" href="#contribute-problems-or-solvers">Contribute problems or solvers</a></li>
<td><p><aclass="reference external" href="https://www.al-roomi.org/benchmarks/unconstrained">(Al-Roomi 2015)</a>, <aclass="reference external" href="https://www.sfu.ca/~ssurjano/optimization.html">(Surjanovic and Bingham 2013)</a></p></td>
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</tbody>
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</table>
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</section>
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<sectionid="contribute-problems-or-solvers">
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<h2>Contribute problems or solvers<aclass="headerlink" href="#contribute-problems-or-solvers" title="Permalink to this heading">#</a></h2>
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<p>These are a couple of guides about how to contribute a new problem factory (i.e. black-box objective function), or a new optimization algorithm.</p>
@@ -877,6 +938,7 @@ <h2>Contribute problems or solvers<a class="headerlink" href="#contribute-proble
<liclass="toc-h2 nav-item toc-entry"><aclass="reference internal nav-link" href="#cite-us-and-other-relevant-work">Cite us and other relevant work</a></li>
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<liclass="toc-h2 nav-item toc-entry"><aclass="reference internal nav-link" href="#contribute-problems-or-solvers">Contribute problems or solvers</a></li>
If you use certain black boxes, we also recommend citing the original work:
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|Black box|Reference(s)|
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+
|---------|---------|
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|`dockstring`|[(García-Ortegón et al. 2022)](https://pubs.acs.org/doi/10.1021/acs.jcim.1c01334)|
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|`drd3_docking`|[(Graff, Shakhnovich and Coley 2020)](https://pubs.acs.org/doi/10.1021/acs.jcim.1c01334), [(Graff and Coley 2022)](https://joss.theoj.org/papers/10.21105/joss.03950), [(Huang et al. 2022)](https://www.nature.com/articles/s41589-022-01131-2)|
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|`foldx_*`|[(Schymkowitz et al. 2005)](https://academic.oup.com/nar/article/33/suppl_2/W382/2505499)|
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+
|`gfp_cbas`|[(Brookes, Park and Listgarten 2019)](https://proceedings.mlr.press/v97/brookes19a.html)|
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+
|`gfp_select`|[(Brookes, Park and Listgarten 2019)](https://proceedings.mlr.press/v97/brookes19a.html)|
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+
|`penalized_logp_lambo`|[(Stanton et al. 2022)](https://github.com/samuelstanton/lambo)|
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|`rasp`|[(Blaabjerg et al. 2022)](https://github.com/KULL-Centre/_2022_ML-ddG-Blaabjerg)|
|`rfp_foldx_*`|[(Schymkowitz et al. 2005)](https://academic.oup.com/nar/article/33/suppl_2/W382/2505499), [(Stanton et al. 2022)](https://github.com/samuelstanton/lambo)|
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|`sa_tdc`|[(Huang et al. 2022)](https://www.nature.com/articles/s41589-022-01131-2), [(rdkit)](https://github.com/rdkit/rdkit), [(Ertl and Schuffenhauer 2009)](https://link.springer.com/article/10.1186/1758-2946-1-8)|
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|`super_mario_bros`|[(Volz et al. 2018)](https://github.com/CIGbalance/DagstuhlGAN), [(González-Duque 2023)](https://github.com/miguelgondu/minimal_VAE_on_Mario)|
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|`toy_continuous_problem`|[(Al-Roomi 2015)](https://www.al-roomi.org/benchmarks/unconstrained), [(Surjanovic and Bingham 2013)](https://www.sfu.ca/~ssurjano/optimization.html)|
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