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Adaptive Experimentation Platform
Hi! I am trying to setup a Robust optimisation experiment with Ax. There is no tutorial on how to do it, so i pieced something together from unit tests. However,...
Hello, I am trying to plot plot_slice, contour using saved ax_client_snapshot.json. Could you help me to have plots from ax_client_snapshot.json? I used following code for the plots, however I am...
Hello everyone, I've been working with Ax for a few weeks and am finding the abstraction layers of the library a bit challenging. I'm currently applying Bayesian Optimization to a...
Hi, I was wondering if you could help me figure out how to setup a Bayesian Optimization problem in Ax where I have multiple different objectives for the same parameter...
Just a head's up that clicking on this link in the tutorial page leads to a 404.
Hello, I use FullyBayesianMOO in Service API with 5 inputs and 4 objectives. After ~40 trials, the memory usage is already at 20 Go and computation time is also very...
API docs still show usage of minimize=True and objective_name="branin" despite deprecation warning
See https://ax.dev/docs/api.html > ``` > /home/vscode/.local/lib/python3.10/site-packages/ax/service/ax_client.py:350: DeprecationWarning: objective_name and minimize are deprecated > ``` 
BoTorch's `FixedNoiseGP` has been deprecated in favor of a more general `SingleTaskGP` but still appears in Ax, e.g. in the modular Botorch model tutorial: https://ax.dev/tutorials/modular_botax.html Let's remove it there and...
Summary: Adds function that creates a summary dataframe based on a SearchSpace. Differential Revision: D51907587
Reviewed By: lena-kashtelyan Differential Revision: D51587979
