We’re excited to announce the 0.2 release of Pyro. To upgrade your Pyro version, simply run: pip install --upgrade pyro-ppl. Note that Pyro 0.2 is built on PyTorch 0.4, so please upgrade your PyTorch version if needed.
Changes include support for:
- Support for PyTorch 0.4
- PyTorch distributions
- Constrained parameters
- Arbitrary tensor shapes
- Parallel enumeration
- Markov Chain Monte Carlo
- Gaussian Processes
- Automatic guide generation
- Model validation
- Rejection sampling variational inference
See our release notes for details.
Let us know if you have any questions at http://forum.pyro.ai or if you have any issues at Issues · pyro-ppl/pyro · GitHub.
-The Pyro Team