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Lightning example for CoxPH loss #78

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rohanshad
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Minimal example of CoxPH loss working with pytorch lightning in lightning_coxph.py. I've separately built this into my other scripts with integration within the torch lightning test step logic for easier logging. I decided not to do that here since that requires dataset specific transformations / logging with tensorboard.

Made some other small changes to docstrings too.

@havakv
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havakv commented Mar 21, 2021

Great work!
Ideally one would have created branch with only changes relative to refactor_out_torchtuples, as now there are some duplicate commits. I don't think that is a big issue here, but something to think about in the future as a clean commit history is always beneficial (git rebase is a great tool for this).

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