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Betty 0.1.0

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@willieneis willieneis released this 06 Jul 09:00
· 169 commits to main since this release

Initial release 0.1.0 for Betty.

Highlights

  • Implemented Problem and Engine classes as abstractions for multilevel optimization & generalized meta-learning.
  • Initial documentation and API reference.
  • Examples for HPO, NAS, data-reweighting, domain adaptation for pretraining & finetuning, implicit MAML.
  • Training with gradient accumulation.
  • FP16 training.
  • Non-distributed data-parallel training.
  • Initial suite of tests.