ZhuSuan 是建立在Tensorflow上的貝葉斯深層學習的 python 庫。 與現有的主要針對監督任務設計的深度學習庫不同，ZhuSuan 的特點是深入到貝葉斯推理中，從而支持各種生成模式：傳統的分層貝葉斯模型和近代深層次的生成模式。
用 ZhuSuan ，用戶可以享受深度學習的強大適合和多GPU培訓，同時可以使用生成模型來模擬復雜世界，利用未標記的數據，通過執行原理貝葉斯推理來處理不確定性。
項目地址：https://github.com/thu-ml/zhusuan
文檔地址：http://zhusuan.readthedocs.io/en/latest/
ZhuSuan is a python library for Bayesian Deep Learning, built upon Tensorflow. Unlike existing deep learning libraries, which are mainly designed for supervised tasks, ZhuSuan is featured for its deep root into Bayesian Inference, thus supporting various kinds of generative models: both the traditional hierarchical Bayesian models and recent deep generative models.
With ZhuSuan, users can enjoy powerful fitting and multi-GPU training of deep learning, while at the same time they can use generative models to model the complex world, exploit unlabeled data and deal with uncertainty by performing principled Bayesian inference.
更多 TensorFlow 教程：http://www.tensorflownews.com