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Added OTFlow Layers

Open ParamThakkar123 opened this issue 10 months ago • 8 comments

Checklist

  • [ ] Appropriate tests were added
  • [ ] Any code changes were done in a way that does not break public API
  • [ ] All documentation related to code changes were updated
  • [ ] The new code follows the contributor guidelines, in particular the SciML Style Guide and COLPRAC.
  • [ ] Any new documentation only uses public API

Additional context

Add any other context about the problem here.

ParamThakkar123 avatar Jan 26 '25 03:01 ParamThakkar123

Addresses issue #350

ParamThakkar123 avatar Jan 26 '25 03:01 ParamThakkar123

This PR includes the implementation OTFlow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport as mentioned in the paper https://arxiv.org/abs/2006.00104

ParamThakkar123 avatar Jan 26 '25 03:01 ParamThakkar123

There are some issues with code in GPUs.md in the examples directory. No changes were made to that file and this PR does not address that issue

ParamThakkar123 avatar Jan 27 '25 10:01 ParamThakkar123

Rebase

ChrisRackauckas avatar Feb 10 '25 19:02 ChrisRackauckas

Needs tests

ChrisRackauckas avatar Feb 11 '25 05:02 ChrisRackauckas

Needs tests

Sure. Will implement that

ParamThakkar123 avatar Feb 11 '25 05:02 ParamThakkar123

@avik-pal all the tests here have passed. Could you please approve the other workflows, to see if this is fine ?

ParamThakkar123 avatar Feb 25 '25 03:02 ParamThakkar123

@avik-pal Would you please review if there are any changes to make ??

ParamThakkar123 avatar Feb 27 '25 10:02 ParamThakkar123