From 8e23824b5a6ae0e3f897a5e5e251593413d10b2b Mon Sep 17 00:00:00 2001 From: benjas <909336740@qq.com> Date: Tue, 1 Dec 2020 10:51:28 +0800 Subject: [PATCH] =?UTF-8?q?Update=20=E6=9B=B4=E6=96=B0=E7=AB=A0=E8=8A=82?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 4 +- assets/1606031210722.png | Bin 54705 -> 0 bytes assets/1606031429856.png | Bin 18034 -> 0 bytes assets/1606031463635.png | Bin 25912 -> 0 bytes 必备数学基础.md | 80 +++++++++++++----- .../数据集链接 | 1 + 6 files changed, 63 insertions(+), 22 deletions(-) delete mode 100644 assets/1606031210722.png delete mode 100644 assets/1606031429856.png delete mode 100644 assets/1606031463635.png create mode 100644 机器学习竞赛实战_优胜解决方案/快手短视频用户活跃度分析/数据集链接 diff --git a/README.md b/README.md index ffef251..1a3cb8a 100644 --- a/README.md +++ b/README.md @@ -25,10 +25,12 @@
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zxf5+EJcRY97-0zASx*;EU-^EY{&{6u$}$-Z#|na?LSdHzOM=+?GQQUdh?c^MC?S+l zKjuk0r@GX*+`8*a(***TAYF;d?HAj3P`>M4x{00000NkvXXu0mjf?CWq+ diff --git a/必备数学基础.md b/必备数学基础.md index dad73dd..53bba2f 100644 --- a/必备数学基础.md +++ b/必备数学基础.md @@ -1191,51 +1191,78 @@ https://scikit-learn.org/stable/auto_examples/ ### 假设检验 -#### 假设检验的基本思想 +[请跳转至notebook](https://github.com/ben1234560/AiLearning-Theory-Applying/tree/master/notebook_%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80/%E5%81%87%E8%AE%BE%E6%A3%80%E9%AA%8C%E7%AB%A0%E8%8A%82) + +#### 假设检验基本思想 + +#### 左右侧检验与双侧检验 + +#### Z检验基本原理 + +#### Z检验实例 + +#### T检验 -##### 假设检验 +#### T检验实例 -
      -
    • 什么是假设:对总体参数(均值,比例等)的具体数值所作的陈述。比如,我认为新的配方的药效要比原来的更好。 -
    • 什么是假设检验:先难总体的参数提出某种假设,然后利用样本的信息判断假设是否成立的过程。比如,上面的假设我是要接受还是拒绝呢 -
    +#### 卡方检验 -##### 假设校验的应用 +#### 假设检验中的两类错误 -
      -
    • 推广新的教育方案后,教学效果是否有所 -
    • 提高醉驾判定为刑事犯罪后是否会使得交通事故减少 -
    • 男生和女生在选文理科时是否存在性别因素影响 +以上内容均已更新在notebook -##### 假设校验的基本思想 +#### Python假设校验实例 +[请跳转至notebook](https://github.com/ben1234560/AiLearning-Theory-Applying/tree/master/notebook_%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80/%E5%81%87%E8%AE%BE%E6%A3%80%E9%AA%8C%E7%AB%A0%E8%8A%82) + +#### Python卡方检验实例 + +[请跳转至notebook](https://github.com/ben1234560/AiLearning-Theory-Applying/tree/master/notebook_%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80/%E5%81%87%E8%AE%BE%E6%A3%80%E9%AA%8C%E7%AB%A0%E8%8A%82) ### 相关分析 -notebook已更新,markdown待更新 +[请跳转至notebook](https://github.com/ben1234560/AiLearning-Theory-Applying/tree/master/notebook_%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80/%E7%9B%B8%E5%85%B3%E5%88%86%E6%9E%90%E7%AB%A0%E8%8A%82) + +#### 皮尔逊相关系数 + +#### 计算与检验 + +#### 肯德尔和谐系数 + +#### 质量相关分析 + +#### 品质相关分析 + +#### 偏相关分析 + +#### 复相关分析 + +以上内容均已更新在notebook ### 方差分析 +[请跳转至notebook](https://github.com/ben1234560/AiLearning-Theory-Applying/tree/master/notebook_%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80/%E6%96%B9%E5%B7%AE%E5%88%86%E6%9E%90%E7%AB%A0%E8%8A%82) + #### 方差分析概述 -检验多个总体均值是否相等,通过分析察数据的误差判断各总体均值是否相等 +#### 方差分析计算方法 -![1606031210722](assets/1606031210722.png) +#### 单因素方差分析 -下图,所有的样本都在一个相似的正态分布区间 +#### 方差分析中的多重比较 -![1606031429856](assets/1606031429856.png) +#### 多因素方差分析 -下图,所有的样本都是正态分布,但不在同一分布区间 +以上内容均已更新在notebook -![1606031463635](assets/1606031463635.png) +#### Python方差分析实例 -待更新,notebook已更新 +[请跳转至notebook](https://github.com/ben1234560/AiLearning-Theory-Applying/tree/master/notebook_%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80/%E6%96%B9%E5%B7%AE%E5%88%86%E6%9E%90%E7%AB%A0%E8%8A%82) @@ -1365,7 +1392,15 @@ X轴上的特征表示归一化后,是对某个特征增强10倍,其它不 可以看到DBSCAN总体上都是偏好的,所以一般情况下,首选是DBSCAN -#### 聚类案例实例 +#### 层次聚类 + +#### Python层次聚类 + +[请跳转至notebook](https://github.com/ben1234560/AiLearning-Theory-Applying/tree/master/notebook_%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80/%E8%81%9A%E7%B1%BB%E5%88%86%E6%9E%90%E7%AB%A0%E8%8A%82) + +#### 聚类案例实战 + +[请跳转至notebook](https://github.com/ben1234560/AiLearning-Theory-Applying/tree/master/notebook_%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80/%E8%81%9A%E7%B1%BB%E5%88%86%E6%9E%90%E7%AB%A0%E8%8A%82) @@ -1650,3 +1685,6 @@ W=1表示是感染的,W=0表示是未感染的。求解公式如下: > > 分子:两个孩子是未感染者的情况下,女人是感染者的概率 × 感染者概率 +#### 贝叶斯建模 + +[请跳转至notebook](https://github.com/ben1234560/AiLearning-Theory-Applying/tree/master/notebook_%E5%BF%85%E5%A4%87%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80/%E8%B4%9D%E5%8F%B6%E6%96%AF%E5%88%86%E6%9E%90) \ No newline at end of file diff --git a/机器学习竞赛实战_优胜解决方案/快手短视频用户活跃度分析/数据集链接 b/机器学习竞赛实战_优胜解决方案/快手短视频用户活跃度分析/数据集链接 new file mode 100644 index 0000000..2b6a94f --- /dev/null +++ b/机器学习竞赛实战_优胜解决方案/快手短视频用户活跃度分析/数据集链接 @@ -0,0 +1 @@ +数据集链接:https://pan.baidu.com/s/1HRR5qKCYlcdgxLja-_Kv0w 提取码:ep7q \ No newline at end of file