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Modeling documentation #36

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12 tasks
eliaszwang opened this issue Jul 21, 2021 · 0 comments
Open
12 tasks

Modeling documentation #36

eliaszwang opened this issue Jul 21, 2021 · 0 comments
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@eliaszwang
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eliaszwang commented Jul 21, 2021

  • move utils from physion to physopt.model.utils, clean up physion
  • Update dataprovider with new file structure
  • Document paths, naming of artifacts, make sure aligns with analysis code
  • Add particle-based models to physopt
  • In physopt, make it easy to only parts of the full pipeline. Document in README
  • Update README for running each model
  • In "Modeling Experiments" section of README: describe how to reproduce physion modeling results, provide final model checkpoints?
  • create private+public repo setup

Check

  • Can we train each model?
  • Can we train the readout and evaluate on human test set?
  • Can we generate the input files needed for analysis?
  • Can we add new models easily?
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