论文标题

张量流概率的联合分布

Joint Distributions for TensorFlow Probability

论文作者

Piponi, Dan, Moore, Dave, Dillon, Joshua V.

论文摘要

概率编程的中心宗旨是,在适用于推理算法可用的规范表示中,精确地指定了一个模型。我们描述了tensorflow概率中定向图形模型的声明性表示的联合分配。

A central tenet of probabilistic programming is that a model is specified exactly once in a canonical representation which is usable by inference algorithms. We describe JointDistributions, a family of declarative representations of directed graphical models in TensorFlow Probability.

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