Pyro: Deep Universal Probabilistic Programming
The Journal of Machine Learning Research, Volume abs/1810.09538, Issue 28, 2019.
Pyro is a probabilistic programming language built on Python as a platform for developing advanced probabilistic models in AI research. To scale to large data sets and high-dimensional models, Pyro uses stochastic variational inference algorithms and probability distributions built on top of PyTorch, a modern GPU-accelerated deep learning...More
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