ChristopherMayes/Xopt: Xopt v1.2.0

This release includes two new generators: mggpo: a better version of MGGPO https://arxiv.org/abs/1907.00250 which selects points generated by a GA to optimize the function based on hypervolume improvement, not based on pareto optimality. extremum_seeking: Extremum Seeking based onA. Scheinker, E. -C. Huang and C. Taylor doi: 10.1109/TCST.2021.3136133 as well as many bug fixes. What's Changed Benchmarking improvements + rosenbrock exploration/optimization examples by @roussel-ryan in https://github.com/ChristopherMayes/Xopt/pull/62 add EI acq, add max_travel_distances to BO options by @roussel-ryan in https://github.com/ChristopherMayes/Xopt/pull/63 remove itertuples and add more tests by @ChristopherMayes in https://github.com/ChristopherMayes/Xopt/pull/64 refactor data handling by @roussel-ryan in https://github.com/ChristopherMayes/Xopt/pull/65 remove mutable options objects from generators by @roussel-ryan in https://github.com/ChristopherMayes/Xopt/pull/68 Use mpicommexecutor by @ChristopherMayes in https://github.com/ChristopherMayes/Xopt/pull/67 add xopt overview to docs by @roussel-ryan in https://github.com/ChristopherMayes/Xopt/pull/70 Custom gp models by @roussel-ryan in https://github.com/ChristopherMayes/Xopt/pull/71 Custom gp models (example) by @roussel-ryan in https://github.com/ChristopherMayes/Xopt/pull/72 fixes small bug in examples where we call submit_data instead of eval… by @roussel-ryan in https://github.com/ChristopherMayes/Xopt/pull/73 Bump pydantic version by @nikitakuklev in https://github.com/ChristopherMayes/Xopt/pull/74 bugfixes by @roussel-ryan in https://github.com/ChristopherMayes/Xopt/pull/75 Mggpo by @roussel-ryan in https://github.com/ChristopherMayes/Xopt/pull/69 Add extremum seeking generator based on Alex's python implementation by @wenatuhs in https://github.com/ChristopherMayes/Xopt/pull/76 New Contributors @nikitakuklev made their first contribution in https://github.com/ChristopherMayes/Xopt/pull/74 @wenatuhs made their first contribution in https://github.com/ChristopherMayes/Xopt/pull/76 Full Changelog: https://github.com/ChristopherMayes/Xopt/compare/v1.1.2...v1.2.