├── .gitignore ├── LICENSE ├── README.rst ├── docs ├── Makefile ├── make.bat └── source │ ├── _img │ ├── alpha.svg │ ├── beta.png │ ├── beta.svg │ ├── gpsaf.png │ ├── gpsaf_beta.svg │ ├── infill_and_advance.png │ ├── infill_and_advance.svg │ ├── literature.svg │ ├── ssa.svg │ ├── surrogate.png │ └── surrogate.svg │ ├── _static │ └── pysamoo.png │ ├── algorithms.csv │ ├── conf.py │ └── index.ipynb ├── pysamoo ├── __init__.py ├── algorithms │ ├── __init__.py │ ├── gpsaf.py │ ├── psaf.py │ └── ssansga2.py ├── core │ ├── __init__.py │ ├── algorithm.py │ ├── archive.py │ ├── defaults.py │ ├── indicator.py │ ├── knockout.py │ ├── surrogate.py │ ├── target.py │ └── tcv.py ├── experimental │ ├── SACOBRA.py │ ├── __init__.py │ ├── acquisition.py │ └── bo.py ├── sampling │ ├── __init__.py │ ├── energy.py │ ├── niching.py │ └── rejection.py ├── usage │ ├── usage_bayesian_optimization.py │ ├── usage_constr_sampling.py │ ├── usage_gpsaf_cmoo.py │ ├── usage_gpsaf_constr.py │ ├── usage_gpsaf_many.py │ ├── usage_gpsaf_multi.py │ ├── usage_gpsaf_single.py │ ├── usage_lqcmaes.py │ ├── usage_psaf.py │ ├── usage_smac.py │ └── usage_ssansga2.py ├── vendor │ ├── __init__.py │ ├── ego.py │ ├── lqcmaes.py │ └── smac.py └── version.py ├── setup.py └── tests └── __init__.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anyoptimization/pysamoo/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anyoptimization/pysamoo/HEAD/LICENSE -------------------------------------------------------------------------------- /README.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anyoptimization/pysamoo/HEAD/README.rst 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