Merge pull request #38 from crvernon/paper

Final revisions for JOSS article
WilliamLwj · Oct 24, 2024 · 27867fd · 27867fd
2 parents 9b46bc8 + e763693
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diff --git a/paper.bib b/paper.bib
@@ -135,7 +135,7 @@ @inproceedings{kleinberg2008multi-armed
 @article{Shahriari2016Taking,
   author={Shahriari, Bobak and Swersky, Kevin and Wang, Ziyu and Adams, Ryan P. and de Freitas, Nando},
   journal={Proceedings of the IEEE}, 
-  title={Taking the Human Out of the Loop: A Review of Bayesian Optimization}, 
+  title={Taking the Human Out of the Loop: A Review of {B}ayesian Optimization}, 
   year={2016},
   volume={104},
   number={1},

diff --git a/paper.md b/paper.md
@@ -176,7 +176,7 @@ for t in range(1, T+1):
 
 In order to ensure high code quality, we follow the \texttt{PEP8} style and format all of our code using the 
 \texttt{black} package\footnote{\url{https://github.com/psf/black}}. We use the \texttt{pytest} package to test our 
-implementations with different corner cases. More than 99\% of our code is covered by the tests and Github workflows 
+implementations with different corner cases. More than 99\% of our code is covered by the tests and GitHub workflows 
 automatically generate a coverage report upon each push or pull request on the main branch\footnote{\url{https://github.com/WilliamLwj/PyXAB}}.
 
 We provide detailed API documentation for each of the implemented classes and functions through NumPy docstrings.