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v3.0.0 / v3.0.1

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@jfcrenshaw jfcrenshaw released this 19 Apr 23:12
· 19 commits to main since this release

Release of PZFlow 3.0.0 (the 0.0.1 was just to fix the README on PyPI and doesn't reflect any changes to the code)

Changes

  • Made Uniform the default distribution
  • Made all distributions symmetric about zero
  • Moved to Optax for optimization
  • Added default bijectors to Flow and FlowEnsemble.

Features

  • Added early stopping to train methods
  • Added progress bar to train methods
  • Added CentBeta13 distribution, which looks like a Guassian with hard cutoffs.

Bugs

  • Fixed bug where FlowEnsemble metadata was not available from the ensemble itself, only from the individual flows in the esemble