Ax
Ax copied to clipboard
facebook
Adaptive Experimentation Platform
I am using SEBO to identify the main control parameters of my problem. some of the control parameters have dependencies. that said, when parameter x1 is off the value of...
Summary: Moving general analysis code out of report_utils.py, so that the new Ax Analysis module does not need to take it up as a dependency. Differential Revision: D53285478
During model optimization im getting the following warning: scipy_minimize` terminated with status 3, displaying original message from `scipy.optimize.minimize`: ABNORMAL_TERMINATION_IN_LNSRCH. And recently, it tried several times after raising the error. The...
I am wondering how to find the acquisition function being used in AxClient() with the Service API when it isn't specified manually? I'm sure its buried among the attributes somewhere,...
Summary: While I was working on adding some new tests I noticed we could be using the vars defined in setup much more in the file to reduce redundancy Differential...
Summary: In order to support multiple models in a single gen call we need to support the `Auto` Transition class. This criterion will automatically move to the next node once...
Summary: Adds a helper & a context manager that can be used to set the RNG seed for numpy, pytorch & the native random module. Updates previous usage of botorch...
Summary: Updates the behavior to match the docstring. Previously, this would call `model_spec_to_gen_from`, which could lead to fitting multiple models if the node had multiple model specs. The return type...
The constraint: ``` "2.0 * x3 + x1 + x2 >= 1" ``` produces: ``` ValueError: A linear constraint should be the form a*x + b*y - c*z = x4`...
