主成分回归代码matlab及例子-Machine-Learning-Stanford-Andrew-Ng:#MachineLearning(C

上传者: 38618819 | 上传时间: 2023-03-14 10:59:50 | 文件大小: 73.39MB | 文件类型: ZIP
主成分回归代码matlab及示例机器学习(Coursera) 这是我对Andrew Ng教授的所有机器学习(Coursera)编程任务和测验的解决方案。 完成本课程后,您将对机器学习算法有一个广泛的了解。 首先尝试自己解决所有任务,但是如果您陷入困境,请随时浏览代码。 内容 讲座幻灯片 编程分配的解决方案 解决测验 斯坦福大学的吴安德(Andrew Ng) 第一周 视频:简介 测验:简介 视频:具有一个变量的线性回归 测验:具有一个变量的线性回归 第二周 视频:具有多个变量的线性回归 测验:具有多个变量的线性回归 视频:八度/ Matlab教程 测验:八度/ Matlab教程 编程分配:线性回归 第三周 视频:Logistic回归 测验:逻辑回归 视频:正则化 测验:正则化 编程分配:逻辑回归 第四周 视频:神经网络:表示 测验:神经网络:表示形式 编程作业:多类分类和神经网络 第五周 视频:神经网络:学习 测验:神经网络:学习 编程作业:神经网络学习 第六周 视频:应用机器学习的建议 测验:应用机器学习的建议 视频:编程分配:正则线性回归和偏差/方差 机器学习系统设计 测验:机器学习

文件下载

资源详情

[{"title":"( 288 个子文件 73.39MB ) 主成分回归代码matlab及例子-Machine-Learning-Stanford-Andrew-Ng:#MachineLearning(C","children":[{"title":"Lecture 10.pptx <span style='color:#111;'> 3.45MB </span>","children":null,"spread":false},{"title":"Quiz 11.pdf <span style='color:#111;'> 202.67KB </span>","children":null,"spread":false},{"title":"Week-6-1 Evaluating a Learning Algorithm.docx <span style='color:#111;'> 18.57KB </span>","children":null,"spread":false},{"title":"Lecture 11.pptx <span style='color:#111;'> 2.09MB </span>","children":null,"spread":false},{"title":"Week-6-2 Bias vs Variance.docx <span style='color:#111;'> 155.12KB </span>","children":null,"spread":false},{"title":"polyFeatures.m <span style='color:#111;'> 821B </span>","children":null,"spread":false},{"title":"featureNormalize.m <span style='color:#111;'> 510B </span>","children":null,"spread":false},{"title":"ex5data1.mat <span style='color:#111;'> 1.29KB </span>","children":null,"spread":false},{"title":"ex5.m <span style='color:#111;'> 6.61KB </span>","children":null,"spread":false},{"title":"learningCurve.m <span style='color:#111;'> 2.56KB </span>","children":null,"spread":false},{"title":"validationCurve.m <span style='color:#111;'> 1.92KB </span>","children":null,"spread":false},{"title":"trainLinearReg.m <span style='color:#111;'> 714B </span>","children":null,"spread":false},{"title":"makeValidFieldName.m <span style='color:#111;'> 1.17KB </span>","children":null,"spread":false},{"title":"submitWithConfiguration.m <span style='color:#111;'> 5.43KB </span>","children":null,"spread":false},{"title":"loadjson.m <span style='color:#111;'> 18.29KB </span>","children":null,"spread":false},{"title":"varargin2struct.m <span style='color:#111;'> 1.07KB </span>","children":null,"spread":false},{"title":"jsonopt.m <span style='color:#111;'> 881B </span>","children":null,"spread":false},{"title":"loadubjson.m <span style='color:#111;'> 15.21KB </span>","children":null,"spread":false},{"title":"saveubjson.m <span style='color:#111;'> 15.75KB </span>","children":null,"spread":false},{"title":"LICENSE_BSD.txt <span style='color:#111;'> 1.51KB </span>","children":null,"spread":false},{"title":"ChangeLog.txt <span style='color:#111;'> 3.77KB </span>","children":null,"spread":false},{"title":"AUTHORS.txt <span style='color:#111;'> 1.59KB </span>","children":null,"spread":false},{"title":"mergestruct.m <span style='color:#111;'> 771B </span>","children":null,"spread":false},{"title":"README.txt <span style='color:#111;'> 18.92KB </span>","children":null,"spread":false},{"title":"savejson.m <span style='color:#111;'> 17.05KB </span>","children":null,"spread":false},{"title":"submit.m <span style='color:#111;'> 1.72KB </span>","children":null,"spread":false},{"title":"linearRegCostFunction.m <span style='color:#111;'> 1.10KB </span>","children":null,"spread":false},{"title":"fmincg.m <span style='color:#111;'> 8.54KB </span>","children":null,"spread":false},{"title":"plotFit.m <span style='color:#111;'> 804B </span>","children":null,"spread":false},{"title":"ex5.pdf <span style='color:#111;'> 182.97KB </span>","children":null,"spread":false},{"title":"Quiz 10.pdf <span style='color:#111;'> 220.93KB </span>","children":null,"spread":false},{"title":"Week-6-3 Building a Spam Classifier.docx <span style='color:#111;'> 362.18KB </span>","children":null,"spread":false},{"title":"projectData.m <span style='color:#111;'> 1.02KB </span>","children":null,"spread":false},{"title":"bird_small.mat <span style='color:#111;'> 44.54KB </span>","children":null,"spread":false},{"title":"recoverData.m <span style='color:#111;'> 1.11KB </span>","children":null,"spread":false},{"title":"kMeansInitCentroids.m <span style='color:#111;'> 706B </span>","children":null,"spread":false},{"title":"drawLine.m <span style='color:#111;'> 232B </span>","children":null,"spread":false},{"title":"featureNormalize.m <span style='color:#111;'> 510B </span>","children":null,"spread":false},{"title":"ex7_pca.m <span style='color:#111;'> 7.06KB </span>","children":null,"spread":false},{"title":"ex7.m <span style='color:#111;'> 5.43KB </span>","children":null,"spread":false},{"title":"ex7data1.mat <span style='color:#111;'> 995B </span>","children":null,"spread":false},{"title":"ex7faces.mat <span style='color:#111;'> 10.52MB </span>","children":null,"spread":false},{"title":"displayData.m <span style='color:#111;'> 1.47KB </span>","children":null,"spread":false},{"title":"runkMeans.m <span style='color:#111;'> 1.93KB </span>","children":null,"spread":false},{"title":"makeValidFieldName.m <span style='color:#111;'> 1.17KB </span>","children":null,"spread":false},{"title":"submitWithConfiguration.m <span style='color:#111;'> 5.43KB </span>","children":null,"spread":false},{"title":"loadjson.m <span style='color:#111;'> 18.29KB </span>","children":null,"spread":false},{"title":"varargin2struct.m <span style='color:#111;'> 1.07KB </span>","children":null,"spread":false},{"title":"jsonopt.m <span style='color:#111;'> 881B </span>","children":null,"spread":false},{"title":"loadubjson.m <span style='color:#111;'> 15.21KB </span>","children":null,"spread":false},{"title":"saveubjson.m <span style='color:#111;'> 15.75KB </span>","children":null,"spread":false},{"title":"LICENSE_BSD.txt <span style='color:#111;'> 1.51KB </span>","children":null,"spread":false},{"title":"ChangeLog.txt <span style='color:#111;'> 3.77KB </span>","children":null,"spread":false},{"title":"AUTHORS.txt <span style='color:#111;'> 1.59KB </span>","children":null,"spread":false},{"title":"mergestruct.m <span style='color:#111;'> 771B </span>","children":null,"spread":false},{"title":"README.txt <span style='color:#111;'> 18.92KB </span>","children":null,"spread":false},{"title":"savejson.m <span style='color:#111;'> 17.05KB </span>","children":null,"spread":false},{"title":"submit.m <span style='color:#111;'> 1.40KB </span>","children":null,"spread":false},{"title":"computeCentroids.m <span style='color:#111;'> 1.33KB </span>","children":null,"spread":false},{"title":"bird_small.png <span style='color:#111;'> 32.26KB </span>","children":null,"spread":false},{"title":"pca.m <span style='color:#111;'> 856B </span>","children":null,"spread":false},{"title":"findClosestCentroids.m <span style='color:#111;'> 1.18KB </span>","children":null,"spread":false},{"title":"plotDataPoints.m <span style='color:#111;'> 434B </span>","children":null,"spread":false},{"title":"plotProgresskMeans.m <span style='color:#111;'> 840B </span>","children":null,"spread":false},{"title":"ex7data2.mat <span style='color:#111;'> 4.67KB </span>","children":null,"spread":false},{"title":"ex7.pdf <span style='color:#111;'> 699.16KB </span>","children":null,"spread":false},{"title":"Week-1-1 Introduction.docx <span style='color:#111;'> 15.65KB </span>","children":null,"spread":false},{"title":"ML_Lecture2.pdf <span style='color:#111;'> 2.88MB </span>","children":null,"spread":false},{"title":"Week-1-4 Linear Algebra Review.docx <span style='color:#111;'> 28.52KB </span>","children":null,"spread":false},{"title":"Week-1-2 Model And Cost Function.docx <span style='color:#111;'> 507.95KB </span>","children":null,"spread":false},{"title":"Quiz 1.pdf <span style='color:#111;'> 198.43KB </span>","children":null,"spread":false},{"title":"Week-1-3 parameter learning.docx <span style='color:#111;'> 430.72KB </span>","children":null,"spread":false},{"title":"Quiz 2.pdf <span style='color:#111;'> 234.56KB </span>","children":null,"spread":false},{"title":"Quiz 3.pdf <span style='color:#111;'> 1.08MB </span>","children":null,"spread":false},{"title":"ML_Lecture1.pdf <span style='color:#111;'> 3.30MB </span>","children":null,"spread":false},{"title":"ML_Lecture3.pdf <span style='color:#111;'> 1.80MB </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 6B </span>","children":null,"spread":false},{"title":"Week 5-2 backpropagation in Practice.docx <span style='color:#111;'> 278.66KB </span>","children":null,"spread":false},{"title":"predict.m <span style='color:#111;'> 585B </span>","children":null,"spread":false},{"title":"ex4weights.mat <span style='color:#111;'> 77.73KB </span>","children":null,"spread":false},{"title":"computeNumericalGradient.m <span style='color:#111;'> 1.07KB </span>","children":null,"spread":false},{"title":"nnCostFunction.m <span style='color:#111;'> 4.53KB </span>","children":null,"spread":false},{"title":"sigmoid.m <span style='color:#111;'> 137B </span>","children":null,"spread":false},{"title":"displayData.m <span style='color:#111;'> 1.47KB </span>","children":null,"spread":false},{"title":"randInitializeWeights.m <span style='color:#111;'> 1.00KB </span>","children":null,"spread":false},{"title":"makeValidFieldName.m <span style='color:#111;'> 1.17KB </span>","children":null,"spread":false},{"title":"submitWithConfiguration.m <span style='color:#111;'> 5.43KB </span>","children":null,"spread":false},{"title":"loadjson.m <span style='color:#111;'> 18.29KB </span>","children":null,"spread":false},{"title":"varargin2struct.m <span style='color:#111;'> 1.07KB </span>","children":null,"spread":false},{"title":"jsonopt.m <span style='color:#111;'> 881B </span>","children":null,"spread":false},{"title":"loadubjson.m <span style='color:#111;'> 15.21KB </span>","children":null,"spread":false},{"title":"saveubjson.m <span style='color:#111;'> 15.75KB </span>","children":null,"spread":false},{"title":"LICENSE_BSD.txt <span style='color:#111;'> 1.51KB </span>","children":null,"spread":false},{"title":"ChangeLog.txt <span style='color:#111;'> 3.77KB </span>","children":null,"spread":false},{"title":"AUTHORS.txt <span style='color:#111;'> 1.59KB </span>","children":null,"spread":false},{"title":"mergestruct.m <span style='color:#111;'> 771B </span>","children":null,"spread":false},{"title":"README.txt <span style='color:#111;'> 18.92KB </span>","children":null,"spread":false},{"title":"savejson.m <span style='color:#111;'> 17.05KB </span>","children":null,"spread":false},{"title":"submit.m <span style='color:#111;'> 1.60KB </span>","children":null,"spread":false},{"title":"ex4data1.mat <span style='color:#111;'> 7.16MB </span>","children":null,"spread":false},{"title":"......","children":null,"spread":false},{"title":"<span style='color:steelblue;'>文件过多,未全部展示</span>","children":null,"spread":false}],"spread":true}]

评论信息

免责申明

【只为小站】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【只为小站】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,zhiweidada#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明