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@rcabanasdepaz rcabanasdepaz released this 02 Mar 12:18
· 615 commits to master since this release

InferPy is a high-level API for probabilistic modeling written in Python and capable of running on top of Edward and Tensorflow. InferPy’s API is strongly inspired by Keras and it has a focus on enabling flexible data processing, easy-to-code probablistic modelling, scalable inference and robust model validation.

Changes:

  • Fixed some bugs
  • RandomVariable base class
  • Optional parameter for returning a Tensorflow object
  • Latent variables
  • Dependency between variables
  • Definition of probabilistic models
  • Inference with KLqp

Release Date: 02/03/2018
Further Information: Documentation, Pypi package