add support for binary parameters #454
Closed
Commits on Nov 20, 2024
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Add support for discrete parameters (facebookresearch#445)
Summary: Discrete parameter support added via rounding transform. Reviewed By: crasanders Differential Revision: D65699942
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Make a transform base class for consistent API (facebookresearch#452)
Summary: Transforming bounds requires additional logic that used to be part of ParameterTransforms, we move these to the parameters itself and have the ParameterTransforms look for these special methods when transforming bounds. We add a new ABC for our transforms as going forward it is likely that all of our transforms will have unique capabilities over the BoTorch base. This includes how we handle some finding options from configs. Reviewed By: crasanders Differential Revision: D65897908
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Split out transform classes/functions to new files (facebookresearch#453
) Summary: parameters.py was getting too big. Transforms themselves were moved to ops.py, leaving the base class and wrapper classes in parameters.py. Generic utility function that could be used elsewhere moved to base utils.py New parameter handling overwrites old ax support, so we remove ax related functions/tests Reviewed By: crasanders Differential Revision: D65898366
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make manual generators require tensors and support higher-dimensional…
… tensors (facebookresearch#455) Summary: This removes the numpy dependency from the manual generators and changes the logic slightly so that we can support higher dimensional tensors of points, allowing us to support pairwise experiments Reviewed By: crasanders Differential Revision: D64607853
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add support for binary parameters (facebookresearch#454)
Summary: Binary parameters are just secretly discrete parameters bounded at [0, 1]. Config will accept binary as a par_type and do the necessary work to support it in modeling. Reviewed By: crasanders Differential Revision: D65954134
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