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.
from ax.
Correct, I'm using the Loop API currently. Thanks for the response!
from ax.
@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.
from ax.
@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.
from ax.
This functionality is now part of the latest stable version, 0.1.8!
from ax.
Related Issues (20)
- Ax pulling numpy 2.0 with breaking changes HOT 3
- How to set the beta coefficient of generation strategy? HOT 6
- Numpy 2.0 Compatibility Issue HOT 1
- save the state HOT 9
- Defining a Model class for ModelListGP HOT 2
- Error : Try again with more data HOT 26
- Using nonlinear constraints with boolean masks HOT 5
- input data is not standardized (mean = tensor([0.] HOT 9
- nonlinear constarined in evaluate paramter instead add to the experiment HOT 2
- Ax 0.4.0 Causing Segmentation Fault When Calling `.get_next_trial()` HOT 2
- Defining Metric in Ax Service HOT 2
- Hierarchical Search Spaces with Multiple Independent Search Spaces HOT 3
- Services API :×1-1.5*×2>=0 HOT 4
- primary_objective and secondary_objective HOT 1
- Comparison of multi-objective acquistion functions HOT 14
- plot_pareto_frontier HOT 6
- attach trials HOT 8
- Multi-task BO with Service API HOT 2
- constrains HOT 17
- Question : Generation 12 trials HOT 8
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from ax.