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maho3 / ltu-ili

Robust ML in Astro
https://ltu-ili.readthedocs.io/en/latest/
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Add customizable / automatic saving signatures for new models #73

Closed maho3 closed 1 year ago

maho3 commented 1 year ago

Currently, rerunning an inference pipeline will save data in the exact same spot as a previous run. This will overrun previous models, requiring the user to move the old version manually without rerunning. It would be nice if we had an easy-to-load configuration parameter which provided a name, prefix, or custom directory to our save files to prevent them from overwriting. By default, this could be automatically configured from the type of model training and the time of run.

CompiledAtBirth commented 1 year ago

I can be assigned to this and create a branch while making the Figures for the draft slides before next Monday.