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12 changes: 6 additions & 6 deletions MTBO_assignment.py
Original file line number Diff line number Diff line change
Expand Up @@ -19,8 +19,8 @@

import numpy as np
from ax.core.observation import ObservationFeatures
from ax.modelbridge.generation_strategy import GenerationStep, GenerationStrategy
from ax.modelbridge.registry import Models
from ax.modelbridge.factory import Generators
from ax.generation_strategy.generation_strategy import GenerationStep, GenerationStrategy
from ax.modelbridge.transforms.task_encode import TaskEncode
from ax.modelbridge.transforms.unit_x import UnitX
from ax.service.ax_client import AxClient, ObjectiveProperties
Expand All @@ -31,12 +31,12 @@
name="MultiTaskOp",
steps=[
GenerationStep(
model=Models.SOBOL,
model=Generators.SOBOL,
num_trials=10,
model_kwargs={"deduplicate": True, "transforms": transforms},
),
GenerationStep(
model=Models.BOTORCH_MODULAR,
model=Generators.BOTORCH_MODULAR,
num_trials=-1,
model_kwargs={"transforms": transforms},
),
Expand Down Expand Up @@ -83,11 +83,11 @@
name="MultiTaskOp",
steps=[
GenerationStep(
model=Models.SOBOL,
model=Generators.SOBOL,
num_trials=10,
),
GenerationStep(
model=Models.BOTORCH_MODULAR,
model=Generators.BOTORCH_MODULAR,
num_trials=-1,
),
],
Expand Down
2 changes: 1 addition & 1 deletion requirements.txt
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
-e . # package from this repo
ax-platform
ax-platform<1
matplotlib
pytest