C. Benjamins
C. Benjamins
Currently, the behaviour/interface of pSMAC is not absolutely the same compared to the normal SMAC facades. Especially, writing of SMAC data to the pSMAC dir is missing (same files as...
Add these methods to RunHistory in order to more conveniently use pSMAC. pSMAC currently has no way of merging the results and for post-hoc analysis it is also important to...
Log configuration and performances with wandb. Create a wrapper for the TaeRunner for that.
Currently logs in 3 different formats and has no conversion method. Unify and define trajectory structure. My preference: Version of the json trajectory.
Create a plugin for [hydra](https://hydra.cc/) to easily carry out HPO (on the cluster) with a simplified interface. Hydra is a framework for configuring complex applications, allowing nested configurations. Can also...
Restoring SMAC takes some lines of code. What do you think, @renesass @dengdifan @timruhkopf , should we also add a convenience method? E.g. Optuna allows to add previous trials with...
Provide a helper function receiving `list[Configuration]` and float costs. Use `tell` under the hood and convert stuff into `TrialInfo` and `TrialValue`.
- Log trial info and value for each iteration - Log trajectory - Dashboard could look like this  What else to log? - [x] Add docstrings - [x] Explain...
Let Dask wait until at least one worker was scheduled on the cluster. Related to #1016.
Pynisher and dask parallelization does not work together. > Just a note, I've had no issues running pynisher inside of a subprocess running on a dask worker. This is likely...