PRML2022
所属分类：人工智能/神经网络/深度学习
开发工具：Jupyter Notebook
文件大小：15321KB
下载次数：0
上传日期：2022-07-31 12:00:51
上 传 者：
sh-1993
说明： PRML2022,暑期待入校学生机器学习讨论班笔记分享与问题讨论
(PRML2022, Notes sharing and problem discussion in the machine learning discussion class for summer pending students)
文件列表:
Chapter 1 Introduction (0, 2022-07-31)
Chapter 1 Introduction\1.绪论.ipynb (4571201, 2022-07-31)
Chapter 1 Introduction\变分法.ipynb (495404, 2022-07-31)
Chapter 1 Introduction\拉格朗日乘数法.ipynb (447046, 2022-07-31)
Chapter 2 Probability Distributions (0, 2022-07-31)
Chapter 2 Probability Distributions\2.概率分布.ipynb (3557349, 2022-07-31)
Chapter 2 Probability Distributions\graph (0, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.1.1Gamma函数性质.png (63384, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.1.1均值.png (37128, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.1.1归一化证明.png (89161, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.1.1归一化证明down.png (87847, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.1.1归一化证明up.png (106490, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.1.1方差.png (44982, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.1.1贝叶斯顺序推断.png (34295, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.1.1频率学证明.png (84110, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.11.10.png (93504, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.1bern归一化.png (45331, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.1二项分布.png (16352, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.1最大似然.png (40830, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.2.1不同参数下的图像.png (83708, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.2.1单纯形.png (13350, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.2多项式变量.png (67014, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.2最大似然.png (42719, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.1二阶项和线性项.png (38528, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.1通用高斯分布.png (54491, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.2概率图.png (62374, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.2补充解释.png (59739, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.32.71.png (11317, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.32.73.png (8332, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.32.75.png (12057, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.32.76.png (16090, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.32.9293.png (16485, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.3习题2.31.png (103413, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.42.34.png (120447, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.42.35.png (111180, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.42.35down.png (270819, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.42.35up.png (222642, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.4求导.png (75763, 2022-07-31)
Chapter 2 Probability Distributions\graph\2.3.52.10.png (22692, 2022-07-31)
... ...
# PRML2022
暑期待入校学生机器学习讨论班笔记分享与问题讨论
【书本公式推导及前两章讲义:https://github.com/jiangyiqun233/PRML_learning 】
+ 2022/7/10 第一章 Introduction
Wiki 链接:https://github.com/Harryx2019/PRML2022/wiki/2022-7-10-%E7%AC%AC%E4%B8%80%E8%AE%B2-Introduction
+ 2022/7/17 第二章 Probability Distributions
Wiki 链接:https://github.com/Harryx2019/PRML2022/wiki/2022-7-17-%E7%AC%AC%E4%BA%8C%E8%AE%B2-Probability-Distributions
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