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ZhuSuan: A Library for Bayesian Deep Learning
[article]
2017
arXiv
pre-print
In this paper we introduce ZhuSuan, a python probabilistic programming library for Bayesian deep learning, which conjoins the complimentary advantages of Bayesian methods and deep learning. ZhuSuan is built upon Tensorflow. Unlike existing deep learning libraries, which are mainly designed for deterministic neural networks and supervised tasks, ZhuSuan is featured for its deep root into Bayesian inference, thus supporting various kinds of probabilistic models, including both the traditional
arXiv:1709.05870v1
fatcat:b2wopv5jgrcitbygcxh6pm7mxq