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Mean Field Variational inference

Mapping from X to Y involving vector parameter A.

Gaussian prior and fully factorized Gaussian posterior on A.

Deterministic and stochastic approximation to variational lower

Requirements (Python 3)

  • tensorflow==1.1.0
  • numpy==1.12.1
  • matplotlib==2.0.2

The python implementation heavily relies on GPflow

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Mean Field Variational Inference for Regression

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  • Jupyter Notebook 86.4%
  • Python 13.6%