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Published April 19, 2022 | Version v3.0.1
Software Open

jfcrenshaw/pzflow: v3.0.1

Authors/Creators

  • 1. University of Washington, Physics Dept.
  • 2. Ruhr-University Bochum

Description

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

Files

jfcrenshaw/pzflow-v3.0.1.zip

Files (9.7 MB)

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md5:83477f8e600c80fd8ec36de34ae0bfc4
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Additional details

Related works

Is supplement to
https://github.com/jfcrenshaw/pzflow/tree/v3.0.1 (URL)