| Name | Last modified | Size |
|---|---|---|
| Parent Directory | [DIR] | |
| 28丨最简单的概率图：朴素贝叶斯.html | 2025-December-10 23:41 | 1.61 MiB |
| 28丨最简单的概率图：朴素贝叶斯.pdf | 2025-December-10 23:41 | 2.12 MiB |
| 29丨有向图模型：贝叶斯网络.html | 2025-December-10 23:41 | 1.51 MiB |
| 29丨有向图模型：贝叶斯网络.pdf | 2025-December-10 23:41 | 1.91 MiB |
| 30丨无向图模型：马尔可夫随机场.html | 2025-December-10 23:41 | 1.96 MiB |
| 30丨无向图模型：马尔可夫随机场.pdf | 2025-December-10 23:41 | 2.29 MiB |
| 31丨建模连续分布：高斯网络.html | 2025-December-10 23:41 | 1.69 MiB |
| 31丨建模连续分布：高斯网络.pdf | 2025-December-10 23:41 | 1.59 MiB |
| 32丨从有限到无限：高斯过程.html | 2025-December-10 23:41 | 1.93 MiB |
| 32丨从有限到无限：高斯过程.pdf | 2025-December-10 23:41 | 1.97 MiB |
| 33丨序列化建模：隐马尔可夫模型.html | 2025-December-10 23:41 | 1.5 MiB |
| 33丨序列化建模：隐马尔可夫模型.pdf | 2025-December-10 23:41 | 1.88 MiB |
| 34丨连续序列化模型：线性动态系统.html | 2025-December-10 23:41 | 1.44 MiB |
| 34丨连续序列化模型：线性动态系统.pdf | 2025-December-10 23:41 | 1.85 MiB |
| 35丨精确推断：变量消除及其拓展.html | 2025-December-10 23:41 | 2.09 MiB |
| 35丨精确推断：变量消除及其拓展.pdf | 2025-December-10 23:41 | 1.87 MiB |
| 36丨确定近似推断：变分贝叶斯.html | 2025-December-10 23:41 | 1.83 MiB |
| 36丨确定近似推断：变分贝叶斯.pdf | 2025-December-10 23:41 | 1.73 MiB |
| 37丨随机近似推断：MCMC.html | 2025-December-10 23:41 | 2.41 MiB |
| 37丨随机近似推断：MCMC.pdf | 2025-December-10 23:41 | 2.05 MiB |
| 38丨完备数据下的参数学习：有向图与无向图.html | 2025-December-10 23:41 | 1.47 MiB |
| 38丨完备数据下的参数学习：有向图与无向图.pdf | 2025-December-10 23:41 | 1.94 MiB |
| 39丨隐变量下的参数学习：EM方法与混合模型.html | 2025-December-10 23:41 | 2.36 MiB |
| 39丨隐变量下的参数学习：EM方法与混合模型.pdf | 2025-December-10 23:41 | 2.36 MiB |
| 40丨结构学习：基于约束与基于评分.html | 2025-December-10 23:41 | 1.3 MiB |
| 40丨结构学习：基于约束与基于评分.pdf | 2025-December-10 23:41 | 1.78 MiB |
| 总结课丨贝叶斯学习的模型体系.html | 2025-December-10 23:41 | 1.01 MiB |
| 总结课丨贝叶斯学习的模型体系.pdf | 2025-December-10 23:41 | 1.4 MiB |