BriefGPT.xyz
Sep, 2022
Borch: 深度通用概率编程语言
Borch: A Deep Universal Probabilistic Programming Language
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Lewis Belcher, Johan Gudmundsson, Michael Green
TL;DR
本文介绍了Borch，这是一种建立在PyTorch之上的可扩展深度通用概率编程语言，旨在将概率建模的原则方法与深度神经网络的可扩展性结合起来。
Abstract
Ever since the
multilayered perceptron
was first introduced the connectionist community has struggled with the concept of
uncertainty
and how this could be represented in these types of models. This past decade h
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