摘要：Chapter 4 Bayesian statistics 贝叶斯统计初步 \[ p(\boldsymbol{\theta} \mid \mathcal{D})=\frac{p(\boldsymbol{\theta}) p(\mathcal{D} \mid \boldsymbol{\theta})} 阅读全文

摘要：Chapter 3 Probabilistic models 一些概率模型介绍 Previously, we introduce the Bayesion approach to machine Learning. Basically, there are four steps: probabili 阅读全文

摘要：参考教材：Murphy, K. P. (2021). Probabilistic Machine Learning: An Introduction. MIT press. In this class,we'll cover topics in machine learning from a pro 阅读全文