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Published September 22, 2021 | Version v2.0.0
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jfcrenshaw/pzflow: v2.0.0

  • 1. University of Washington, Physics Dept.

Description

Changes made:

  • no longer automatically adding .pkl file extension when saving flows and ensembles
  • fixed FlowEnsemble so that metadata (e.g. data_columns) is properly stored at the ensemble level
  • changed nsamples to err_samples for error convolution in order to increase clarity
  • added ability to convolve non-Gaussian errors
  • officially added support for modeling discrete variables via UniformDequantizer
  • added ShiftBounds bijector so I don't have to keep abusing StandardScaler
  • added flag so you can turn off the automatic standard scaling of conditions passed to a conditional flow
  • added get_ to the front of the example functions so that their use is more clear
  • added support for column marginalization in posterior calculation
  • expanded and reorganized the example notebooks

Files

jfcrenshaw/pzflow-v2.0.0.zip

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