Matthias Feurer
Matthias Feurer
And a follow up issue which can only be solved once this is done: if we properly handle crashed runs, there is not always a reason to abort if the...
Related to #25. The underlying functionality should live in the ConfigSpace and I opened the following issue https://github.com/automl/ConfigSpace/issues/31.
The upcoming version of the configspace package will have a new method `estimate_size()` which can be used to check if a configuration space is finite. Based on that one could...
This issue is not fixed yet as the underlying bug in the ConfigSpace is still open.
[This method](https://automl.github.io/SMAC3/master/apidoc/smac.facade.smac_ac_facade.html#smac.facade.smac_ac_facade.SMAC4AC.get_runhistory) is what you're looking for. We should have an example on this.
@franchuterivera also left a few more suggestions in #663
Not yet, but a pull request would be very welcome (it should add this as an option, though).
@gamer01 could you please open a new issue on SMAC stopping prematurely with code to reproduce this?
The recent [HEBO](https://www.jair.org/index.php/jair/article/view/13643/26827) suggests using a PowerTransform from scikit-learn. If you plan to benchmark these two, could you also throw this one in the mix?
Hey, @v-parmar I just had a look in what I could suggest you, and found that the following would be a good approach to get started: 1. Tackle issue #1245...