Batch sampling improvement #1154
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Merged
benjamc
requested changes
Dec 4, 2024
| # gaussian process | ||
| assert isinstance(self._model, GaussianProcess), 'Sample based estimate strategy only allows ' \ | ||
| 'GP as surrogate model!' | ||
| return self._model.sample_functions(X_test=X_running, n_funcs=1) |
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Why cannot we sample from the random forest?
| trial: self.runhistory[trial] | ||
| for trial in self.runhistory | ||
| if self.runhistory[trial].status == StatusType.RUNNING | ||
| # and runhistory.data[run].time >= self._algorithm_walltime_limit # type: ignore |
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why is this commented out / why would we need this?
If it should stay there commented, please explain why
| trial: self.runhistory[trial] | ||
| for trial in self.runhistory | ||
| if self.runhistory[trial].status == StatusType.RUNNING | ||
| # and runhistory.data[run].time >= self._algorithm_walltime_limit # type: ignore |
benjamc
approved these changes
Jan 13, 2025
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Outstanding TODOs:
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Closing #1152
This is the first step towards solving the batch sampling
TODO: