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Modeling documentation

Open eliaszwang opened this issue 3 years ago • 0 comments

  • [ ] 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?

eliaszwang avatar Jul 21 '21 21:07 eliaszwang