Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference

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文件名称：Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference
文件大小：24.07MB
文件格式：PDF
更新时间：2021-10-24 17:57:43
贝叶斯 机器学习 The Bayesian method is the natural approach to inference, yet it is hidden from readers behind chapters of slow, mathematical analysis. The typical text on Bayesian inference involves two to three chapters on probability theory, then enters what Bayesian inference is. Unfortunately, due to mathematical intractability of most Bayesian models, the reader is only shown simple, artificial examples. This can leave the user with a so-what feeling about Bayesian inference. In fact, this was the author's own prior opinion.