Comments (5)
Using the ParameterConstraint class,
ParameterConstraint(constraint_dict={"x": 1, "y": -1}, bound=1)
Will work. Constraints of this form cannot currently be parsed from strings expressions.
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Correct, I'm using the Loop API currently. Thanks for the response!
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@dqii, this functionality is now available on master
, check latest version for installation instructions. This will also be included in the next stable version when it comes out.
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@dqii, it seems that you are using the Service or Loop APIs? For those, only addition is supported at the moment, but I will flag this as something we need to add. To use the answer Jacob provided above, you would need to use the Developer API.
Also, one solution could be simply changing your problem setup such that you convert y to -y in your evaluation procedure –– that might be the fastest way to get your constraint working for now.
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This functionality is now part of the latest stable version, 0.1.8!
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Related Issues (20)
- [Bug]: Custom metric issue HOT 4
- [GENERAL SUPPORT]: CI_Level Paretofrontier
- [Bug]: Large sample time increase in ax-platform >= version 0.3.5 HOT 6
- [GENERAL SUPPORT]: Reference Point for Multi-Objective Bayesian Optimization HOT 5
- [GENERAL SUPPORT]: Plotting Pareto fronts / Posterior mean model HOT 6
- [GENERAL SUPPORT]: Getting best predicted point of a botorch model HOT 10
- [GENERAL SUPPORT]: Logical-or in outcome constraints HOT 4
- [GENERAL SUPPORT]: Parallelism and arbitrary parameter type support. HOT 5
- [GENERAL SUPPORT]: How to Standardize and Normalize Data for Service API HOT 6
- [FEATURE REQUEST]: Implement ImprovementGlobalStoppingStrategy for batch trials HOT 2
- [GENERAL SUPPORT]: Plot observed pareto frontier alongside remaining Arms HOT 2
- [GENERAL SUPPORT]: Why `qLogNEI` by default? HOT 2
- [Bug]: No module named 'ax.analysis' HOT 2
- Performance issue HOT 11
- [GENERAL SUPPORT]: Multi-Objective, scale about the objectives HOT 3
- Multi-Objective, scale about the objectives HOT 2
- [GENERAL SUPPORT]: MultiTask with Choice Parameter using Ax Service API HOT 2
- [GENERAL SUPPORT]: Seeking Guidance on Surrogate Model and Acquisition Function for High-Dimensional Optimization Problem HOT 11
- [FEATURE REQUEST]: Issues with Customizing Data Classes HOT 3
- [FEATURE REQUEST]: RangeParameter handling periodic variables (such as angles) HOT 2
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