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Neuraxio / Neuraxle

The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.
https://www.neuraxle.org/
Apache License 2.0
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Bug: TruncableJoblibStepSaver needs a small rework #471

Closed vincent-antaki closed 1 year ago

vincent-antaki commented 3 years ago

The save_step/load_step methods of this saver define two cases for each sub-step: one if the should_save method returns True, and one if it returns False. The later crashes on load_step calls by using the TruncableStep getitem method.

I believe we should find a way to get rid of the second case. I tried to do so quickly, but got some error from the ResumablePipeline tests. This should be investigated at the same time as issue #470.

stale[bot] commented 2 years ago

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs in the next 180 days. Thank you for your contributions.