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automl / neps

Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.
https://automl.github.io/neps/
Apache License 2.0
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Using `previous_pipeline_directory` should return an absolute path instead of a relative one if possible. #8

Closed eddiebergman closed 1 month ago

eddiebergman commented 1 year ago

If running a pipeline like below, then NePs will nicely inject the previous_pipeline_directory:

def run_pipeline(previous_pipeline_directory: Path, **config) -> dict:
    ...

However this path is relative, essentially I get the following path, neps_root_directory/results/config_2_0, it could make things a bit smoother to have this as an absolute path, i.e. for logging or any more complex post analysis behaviours.

eddiebergman commented 1 year ago

As a side note, it would also be nice to have access to the current config_id within run_pipeline, however it can be easily calculated.