Merge pull request optuna#1530 from y0z/motpe

Introduces Multiobjective TPE to optuna.multi_objective.samplers
pgurav-rgng · Oct 23, 2020 · ebe5bb9 · ebe5bb9
2 parents 2c23679 + c590827
commit ebe5bb9
Show file tree

Hide file tree

Showing 4 changed files with 1,299 additions and 0 deletions.
diff --git a/docs/source/reference/multi_objective/samplers.rst b/docs/source/reference/multi_objective/samplers.rst
@@ -10,3 +10,4 @@ optuna.multi_objective.samplers
    optuna.multi_objective.samplers.BaseMultiObjectiveSampler
    optuna.multi_objective.samplers.NSGAIIMultiObjectiveSampler
    optuna.multi_objective.samplers.RandomMultiObjectiveSampler
+   optuna.multi_objective.samplers.MOTPEMultiObjectiveSampler
diff --git a/optuna/multi_objective/samplers/__init__.py b/optuna/multi_objective/samplers/__init__.py
@@ -1,4 +1,5 @@
 from optuna.multi_objective.samplers._adapter import _MultiObjectiveSamplerAdapter  # NOQA
 from optuna.multi_objective.samplers._base import BaseMultiObjectiveSampler  # NOQA
+from optuna.multi_objective.samplers._motpe import MOTPEMultiObjectiveSampler  # NOQA
 from optuna.multi_objective.samplers._nsga2 import NSGAIIMultiObjectiveSampler  # NOQA
 from optuna.multi_objective.samplers._random import RandomMultiObjectiveSampler  # NOQA