René's URL Explorer Experiment


Title: AiLearning/blog/ml/8.回归.md at dev · TTgit/AiLearning · GitHub

Open Graph Title: AiLearning/blog/ml/8.回归.md at dev · TTgit/AiLearning

X Title: AiLearning/blog/ml/8.回归.md at dev · TTgit/AiLearning

Description: AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP - AiLearning/blog/ml/8.回归.md at dev · TTgit/AiLearning

Open Graph Description: AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP - TTgit/AiLearning

X Description: AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP - TTgit/AiLearning

Opengraph URL: https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md

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https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#回归regression-概述
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#回归-场景
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#回归-原理
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#1线性回归
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_18.png
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_19.png
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_20.png
http://blog.csdn.net/nomadlx53/article/details/50849941http://blog.csdn.net/nomadlx53/article/details/50849941
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_1.png
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#11线性回归-须知概念
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#111矩阵求逆
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_1.png
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#112最小二乘法
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#12线性回归-工作原理
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#13线性回归-开发流程
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#14线性回归-算法特点
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#15线性回归-项目案例
完整代码地址https://github.com/TTgit/AiLearning/blob/dev/src/py2.x/ml/8.Regression/regression.py
https://github.com/apachecn/AiLearning/blob/master/src/py2.x/ml/8.Regression/regression.pyhttps://github.com/apachecn/AiLearning/blob/master/src/py2.x/ml/8.Regression/regression.py
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#151线性回归-项目概述
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_2.png
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#152线性回归-编写代码
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#153线性回归-拟合效果
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_3.png
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#2局部加权线性回归
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_21.png
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_4.png
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_23.png
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_6.png
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#21局部加权线性回归-工作原理
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#22局部加权线性回归-项目案例
完整代码地址https://github.com/TTgit/AiLearning/blob/dev/src/py2.x/ml/8.Regression/regression.py
https://github.com/apachecn/AiLearning/blob/master/src/py2.x/ml/8.Regression/regression.pyhttps://github.com/apachecn/AiLearning/blob/master/src/py2.x/ml/8.Regression/regression.py
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#221局部加权线性回归-项目概述
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_2.png
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#222局部加权线性回归-编写代码
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#223局部加权线性回归-拟合效果
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_7.png
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#23局部加权线性回归-注意事项
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#3线性回归--局部加权线性回归-项目案例
完整代码地址https://github.com/TTgit/AiLearning/blob/dev/src/py2.x/ml/8.Regression/regression.py
https://github.com/apachecn/AiLearning/blob/master/src/py2.x/ml/8.Regression/regression.pyhttps://github.com/apachecn/AiLearning/blob/master/src/py2.x/ml/8.Regression/regression.py
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#31项目概述
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#32开发流程
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#4缩减系数来-理解-数据
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_8.png
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#41岭回归
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_9.png
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_10.png
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_11.png
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_22.png
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#411岭回归-原始代码
完整代码地址https://github.com/TTgit/AiLearning/blob/dev/src/py2.x/ml/8.Regression/regression.py
https://github.com/apachecn/AiLearning/blob/master/src/py2.x/ml/8.Regression/regression.pyhttps://github.com/apachecn/AiLearning/blob/master/src/py2.x/ml/8.Regression/regression.py
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#412岭回归在鲍鱼数据集上的运行效果
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_12.png
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#42套索方法lassothe-least-absolute-shrinkage-and-selection-operator
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_13.png
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_14.png
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#43前向逐步回归
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#431前向逐步回归-原始代码
完整代码地址https://github.com/TTgit/AiLearning/blob/dev/src/py2.x/ml/8.Regression/regression.py
https://github.com/apachecn/AiLearning/blob/master/src/py2.x/ml/8.Regression/regression.pyhttps://github.com/apachecn/AiLearning/blob/master/src/py2.x/ml/8.Regression/regression.py
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#432逐步线性回归在鲍鱼数据集上的运行效果
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_15.png
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#44小结
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#5权衡偏差和方差
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_16.png
https://github.com/TTgit/AiLearning/blob/dev/img/ml/8.Regression/LinearR_17.png
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#6回归-项目案例
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#项目案例1-预测乐高玩具套装的价格
完整代码地址https://github.com/TTgit/AiLearning/blob/dev/src/py2.x/ml/8.Regression/regression.py
https://github.com/apachecn/AiLearning/blob/master/src/py2.x/ml/8.Regression/regression.pyhttps://github.com/apachecn/AiLearning/blob/master/src/py2.x/ml/8.Regression/regression.py
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#项目概述
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#开发流程
https://github.com/TTgit/AiLearning/blob/dev/blog/ml/8.回归.md#7选读内容
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