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] Generation Strategy equality check error without call to repr HOT 1
- ax.dev, GitHub readme, and loop tutorial examples are ignoring `minimize` kwarg HOT 2
- Get Started code gives the same result regardless of random seed HOT 3
- Trouble with searching documentation (Algolia, API docs, etc.), for example `get_next_trials` HOT 1
- Issue when starting an AxClient with out-of-design points HOT 2
- cannot import name 'TrainingData' HOT 2
- applying complex constrains HOT 2
- Ax is not not starting as many workers as I'd like to; sometimes, get_next_trials returns 0 new trials HOT 5
- Evaluating custom candidates HOT 2
- Input Feature Selection - Does the relevant code exist? HOT 6
- [Feature Request] support constraints on `ChoiceParameters` HOT 4
- Extending Models.THOMPSON with an extra parameter HOT 1
- There are some questions when i use the Ax HOT 7
- Space characters in the objective name AND specifying a threshold leads to an error message: "AssertionError: Outcome constraint should be of form `metric_name >= x" HOT 2
- Pandas deprecation warning when deserializing AxClient JSON HOT 2
- AX seems to get stuck with Ray
- `StandardizeY` transform requires non-empty data." when using SAASBO
- Plotting outside of a notebook HOT 1
- Setting search space step size in Ax Service API HOT 10
- Problem when Sobol falls back to HitAndRunPolytopeSampler HOT 5
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