bayesmark
                                
                                
                                
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                        Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks
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                                            Allow the user to use `yaml` instead of `json`, if they prefer, for the `config.json` file.
                                                                    enhancement
                                                            
                                                                                                            I'd love to see an integration of HEBO as baseline right into this benchmark. It seems to be the strongest baseline right now. :)