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We are looking to extend the Thompson model with an annealing parameter. The call would be like the following:
# The current Ax Thompson
# Models.THOMPSON(
# experiment=my_experiment,
# data=trial_data,
# min_weight=min_weight,
# )
# EXTENDED_THOMPSON would extend from current Ax Thompson
Models.EXTENDED_THOMPSON(
experiment=my_experiment,
data=trial_data,
min_weight=min_weight,
anneal_factor=anneal_factor,
)
The current Ax library doesn't support extending the model with an extra parameter. To make it work, we had to fork Ax library and add EXTENDED_THOMPSON to the source code, which is not ideal.
I wonder whether the Ax library could be enhanced to support extra parameters in the Thompson model (and/or other models) or other alternatives to make models extend-able?
The text was updated successfully, but these errors were encountered:
Hello Ax team,
We are looking to extend the Thompson model with an annealing parameter. The call would be like the following:
The current Ax library doesn't support extending the model with an extra parameter. To make it work, we had to fork Ax library and add
EXTENDED_THOMPSON
to the source code, which is not ideal.I wonder whether the Ax library could be enhanced to support extra parameters in the Thompson model (and/or other models) or other alternatives to make models extend-able?
The text was updated successfully, but these errors were encountered: