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v0.0.1.dev9

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@nmichlo nmichlo released this 22 Mar 20:57
· 1039 commits to main since this release
7182c4b

metrics

  • flatness components
    • reworked linearity component, now uses PCA to measure linearity along single arbitrary basis, and variance of embeddings to measure linearity along axis.

dataset wrappers

  • new random dist dataset
    • only triplets have some sort of order, otherwise everything is sampled randomly
  • RandomEpisodeDataset now has RandomDataset as parent

torch util - math

  • PCA functions