BriefGPT.xyz
Oct, 2016
Edward: 用于概率建模、推理和评估的库
Edward: A library for probabilistic modeling, inference, and criticism
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Dustin Tran, Alp Kucukelbir, Adji B. Dieng, Maja Rudolph, Dawen Liang...
TL;DR
Edward是一个基于 TensorFlow 构建的概率编程和贝叶斯推断库，支持广泛的概率模型、高效的推断算法和多种模型优化技术。
Abstract
probabilistic modeling
is a powerful approach for analyzing empirical information. We describe Edward, a library for
probabilistic modeling
. Edward's design reflects an iterative process pioneered by George Box:
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