11<p align =" center " >
2- <img src =" https://github. com/jungtaekkim/bayeso/blob /main/docs/_static/assets/logo_bayeso_capitalized.svg " width =" 400 " />
2+ <img src =" https://raw.githubusercontent. com/jungtaekkim/bayeso/main/docs/_static/assets/logo_bayeso_capitalized.svg " width =" 400 " />
33</p >
44
55# BayesO Benchmarks: Benchmark Functions for Bayesian Optimization
6- [ ![ DOI] ( https://zenodo.org/badge/DOI/10.5281/zenodo.7577331 .svg )] ( https://doi.org/10.5281/zenodo.7577331 )
6+ [ ![ DOI] ( https://zenodo.org/badge/DOI/10.5281/zenodo.7577330 .svg )] ( https://doi.org/10.5281/zenodo.7577330 )
77[ ![ Build Status] ( https://github.com/jungtaekkim/bayeso-benchmarks/actions/workflows/pytest.yml/badge.svg )] ( https://github.com/jungtaekkim/bayeso-benchmarks/actions/workflows/pytest.yml )
88[ ![ License: MIT] ( https://img.shields.io/badge/License-MIT-yellow.svg )] ( https://opensource.org/licenses/MIT )
99
@@ -21,42 +21,36 @@ You can choose one of three installation options.
2121To install the released version in PyPI repository, command it.
2222
2323``` shell
24- $ pip install bayeso-benchmarks
24+ pip install bayeso-benchmarks
2525```
2626
2727* Using source code (for developer installation)
2828
29- To install ` bayeso-benchmarks ` from source code, command
29+ To install ` bayeso-benchmarks ` from source code, command the following in the ` bayeso-benchmarks ` root.
3030
3131``` shell
32- $ pip install .
32+ pip install .
3333```
34- in the ` bayeso-benchmarks ` root.
3534
3635* Using source code (for editable development mode)
3736
38- To use editable development mode, command
37+ To use editable development mode, command the following in the ` bayeso-benchmarks ` root.
3938
4039``` shell
41- $ pip install -r requirements.txt
42- $ python setup.py develop
40+ pip install -e .
4341```
44- in the ` bayeso-benchmarks ` root.
42+
43+ If you want to install the packages required for development, you can simply add ` [dev] ` .
44+ For example, ` pip install .[dev] ` or ` pip install -e .[dev] ` .
4545
4646* Uninstallation
4747
4848If you would like to uninstall ` bayeso-benchmarks ` , command it.
4949
5050``` shell
51- $ pip uninstall bayeso-benchmarks
51+ pip uninstall bayeso-benchmarks
5252```
5353
54- ## Required Packages
55- Mandatory pacakges are inlcuded in ` requirements.txt ` .
56- The following ` requirements ` files include the package list, the purpose of which is described as follows.
57-
58- * ` requirements-dev.txt ` : It is for developing the ` bayeso-benchmarks ` package.
59-
6054## Simple Example
6155A simple example on Branin function is shown below.
6256``` python
@@ -71,5 +65,17 @@ Y = obj_fun.output(X)
7165Y_noise = obj_fun.output_gaussian_noise(X)
7266```
7367
68+ ## Citation
69+ ```
70+ @misc{KimJ2023software,
71+ author={Kim, Jungtaek},
72+ title={{BayesO Benchmarks}: Benchmark Functions for {Bayesian} Optimization},
73+ doi={10.5281/zenodo.7577330},
74+ url={https://github.com/jungtaekkim/bayeso-benchmarks},
75+ howpublished={\url{https://doi.org/10.5281/zenodo.7577330}},
76+ year={2023}
77+ }
78+ ```
79+
7480## License
7581[ MIT License] ( LICENSE )
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