Xopt v1.3.1

What's Changed

• lazy import matplotlib by @ChristopherMayes in #106

Full Changelog: v1.3.0...v1.3.1

Xopt v1.3.0

What's Changed

• fast forward main changes by @roussel-ryan in #95
• add documentation re algorithms by @roussel-ryan in #99
• Fix constants in neldermean by @ChristopherMayes in #100
• RCDS generator by @wenatuhs in #84
• ff by @roussel-ryan in #101
• Modeling updates by @roussel-ryan in #98
• implementing trust region BO by @roussel-ryan in #102
• update multi-fidelity branch with modeling improvements by @roussel-ryan in #103
• Multi fidelity Bayesian optimization with MOMF by @roussel-ryan in #104
• Model serialization by @roussel-ryan in #105

Full Changelog: v1.2.6...v1.3.0

Xopt v1.2.6

What's Changed

• Add cuda capabilities for bayesian generators by @roussel-ryan in #94
• Add writing offspring from CNSGA by @ChristopherMayes in #97

Full Changelog: v1.2.5...v1.2.6

Xopt v1.2.5

What's Changed

• Update environment.yml by @roussel-ryan in #93

Full Changelog: v1.2.4...v1.2.5

Xopt v1.2.4

What's Changed

• Bugfixes by @roussel-ryan in #89
• Documentation + bugfixes + quality of life upgrades by @roussel-ryan in #90
• Fix documentation errors from examples by @roussel-ryan in #91

Full Changelog: v1.2.3...v1.2.4

Xopt v1.2.3

What's Changed

• Fix pydantic bug in tests/ add pinned version for botorch by @roussel-ryan in #87
• CNSGA load pop by @ChristopherMayes in #88

Full Changelog: v1.2.2...v1.2.3

Xopt v1.2.2

What's Changed

• Fix paths to some notebooks in docs by @ChristopherMayes in #81
• Basic bo tutorial by @roussel-ryan in #79
• fix max travel distances bug by @roussel-ryan in #82

Full Changelog: v1.2.1...v1.2.2

Xopt v1.2.1

What's Changed

• Fix proximal biasing and constraints by @roussel-ryan in #77

Full Changelog: v1.2.0...v1.2.1

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 #62
• add EI acq, add max_travel_distances to BO options by @roussel-ryan in #63
• remove itertuples and add more tests by @ChristopherMayes in #64
• refactor data handling by @roussel-ryan in #65
• remove mutable options objects from generators by @roussel-ryan in #68
• Use mpicommexecutor by @ChristopherMayes in #67
• add xopt overview to docs by @roussel-ryan in #70
• Custom gp models by @roussel-ryan in #71
• Custom gp models (example) by @roussel-ryan in #72
• fixes small bug in examples where we call submit_data instead of eval… by @roussel-ryan in #73
• Bump pydantic version by @nikitakuklev in #74
• bugfixes by @roussel-ryan in #75
• Mggpo by @roussel-ryan in #69
• Add extremum seeking generator based on Alex's python implementation by @wenatuhs in #76

New Contributors

• @nikitakuklev made their first contribution in #74
• @wenatuhs made their first contribution in #76

Full Changelog: v1.1.2...v1.2.0

Xopt v1.1.2

What's Changed

• Bugfixes by @roussel-ryan in #57
• Update requirements.txt by @roussel-ryan in #58
• Update environment.yml by @roussel-ryan in #59
• Remove unnecessary files and change references to botorch modules + add prox biasing option by @roussel-ryan in #60
• Remove iterrows by @ChristopherMayes in #61

Full Changelog: v1.1.1...v1.1.2