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0.4.0
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@neerajprad neerajprad released this 10 Aug 00:53
· 824 commits to dev since this release
0.4.0
4a371ec

This release drops support for Python 2. Additionally, it includes a few fixes to enable Pyro to use the latest PyTorch release, version 1.2.

Some other additions / minor changes:

  • Add option for sequential predictions for MCMC predictive.
  • Move pyro.contrib.autoguide to the core Pyro repo.
  • Additional inference algorithms
    • SMCFilter for filtering via Sequential Monte Carlo
    • Stein Variational Gradient Descent (SVGD).
  • Add a GaussianHMM distribution for fast tuning of Gaussian state space models / Kalman filters
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