Ax sweeper generation strategy feature #2978
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Implements configs for both ax.modelbridge.generation_strategy.GenerationStrategy and GenerationStep in the ax-sweeper config.py and a constructor method in the CoreAxSweeper class.
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Add the possibility to configure the generation strategy of the sweeper in the ax-sweeper plugin.
Motivation
I want to be able to define a generation strategy with specific steps in the config for the ax-sweeper. See issue #2977
Have you read the Contributing Guidelines
Yes
Test Plan
The tests could be similar to the current tests for the ax-sweeper. I am not sure how this works with the old versions of the ax-platform and botorch since using their more recent versions lead to some errors because the ax-sweeper config ExperimentConfig dataclass was misconfigured (ExperimentConfig.minimize and ExperimentConfig.objective_name).
Related Issues and PRs
Feature request: #2977