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Pipeline Generalization #3

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pattonw opened this issue Sep 16, 2020 · 0 comments
Open
4 tasks

Pipeline Generalization #3

pattonw opened this issue Sep 16, 2020 · 0 comments

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@pattonw
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pattonw commented Sep 16, 2020 •
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train pipeline:

  • replace create_pipeline_2d and create_pipeline_3d with dimension agnostic create_pipeline if possible
  • support non-gunpowder pipelines if possible
  • make the train pipeline a class (generator) with modular components (get_inputs, get_outputs, add_augments, ...) to better support customization without having to rewrite everything. (use abc?)
  • Multiple sources

predict pipeline:
very similar to train pipeline
@pattonw pattonw mentioned this issue Sep 16, 2020
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