文件名称:machine-learning-courses_stanford
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斯坦福大学Andrew Ng讲授的机器学习课程的全程讲义及录音对应的文字资料,对许多常用机器学习算法有着深入系统的讲解。-The notes of Machine learning courses in Stanford University。
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下载文件列表
斯坦福大学-机器学习课程\Click_index_to_start.txt
.......................\css\base.css
.......................\...\OpenCourse.css
.......................\images\14.gif
.......................\......\15.gif
.......................\......\ayn.jpg
.......................\......\boyd.jpg
.......................\......\cain.gif
.......................\......\clear.gif
.......................\......\CS106A.jpg
.......................\......\CS106B.jpg
.......................\......\CS107.jpg
.......................\......\CS223A.jpg
.......................\......\CS224N.jpg
.......................\......\CS229.jpg
.......................\......\EE261.jpg
.......................\......\EE263.jpg
.......................\......\EE364A.jpg
.......................\......\EE364B.jpg
.......................\......\faculty_photo_bg.gif
.......................\......\GATES.JPG
.......................\......\hw2a.gif
.......................\......\hw2b.gif
.......................\......\hw2c.gif
.......................\......\hw2d.gif
.......................\......\hw2e.gif
.......................\......\hw4a.gif
.......................\......\hw4b.gif
.......................\......\khatib.jpg
.......................\......\manning.jpg
.......................\......\nav.jpg
.......................\......\navtop.gif
.......................\......\nav_bottom.gif
.......................\......\osgood.jpg
.......................\......\sahami.jpg
.......................\......\SEEglobe.jpg
.......................\......\Thumbs.db
.......................\......\zelenski.jpg
.......................\index.html
.......................\lecturelist.html
.......................\materials\aimlcs229\AI-classes.pdf
.......................\.........\.........\assignments.html
.......................\.........\.........\compute_kernel_matrix.txt
.......................\.........\.........\cs229-cvxopt.pdf
.......................\.........\.........\cs229-cvxopt2.pdf
.......................\.........\.........\cs229-gp.pdf
.......................\.........\.........\cs229-hmm.pdf
.......................\.........\.........\cs229-linalg.pdf
.......................\.........\.........\cs229-notes10_PCA.pdf
.......................\.........\.........\cs229-notes11_ICA.pdf
.......................\.........\.........\cs229-notes12_加强学习.pdf
.......................\.........\.........\cs229-notes1_线性回归、逻辑回归、GLM.pdf
.......................\.........\.........\cs229-notes2_生成式.pdf
.......................\.........\.........\cs229-notes3_SVM.pdf
.......................\.........\.........\cs229-notes4_学习理论.pdf
.......................\.........\.........\cs229-notes5_模型选择.pdf
.......................\.........\.........\cs229-notes6_感知器.pdf
.......................\.........\.........\cs229-notes7a_k均值聚类.pdf
.......................\.........\.........\cs229-notes7b_混合高斯和EM.pdf
.......................\.........\.........\cs229-notes8_EM.pdf
.......................\.........\.........\cs229-notes9_factor analysis.pdf
.......................\.........\.........\cs229-prob.pdf
.......................\.........\.........\emacs.txt
.......................\.........\.........\gp_demo.txt
.......................\.........\.........\handouts.html
.......................\.........\.........\info.pdf
.......................\.........\.........\logistic_grad_ascent.txt
.......................\.........\.........\matlab_el.txt
.......................\.........\.........\matlab_session.txt
.......................\.........\.........\ML-advice.pdf
.......................\.........\.........\practice-midterm.pdf
.......................\.........\.........\problemset1.pdf
.......................\.........\.........\problemset2.pdf
.......................\.........\.........\problemset3.pdf
.......................\.........\.........\problemset4.pdf
.......................\.........\.........\projectGuidelines.pdf
.......................\.........\.........\PS1-data.zip
.......................\.........\.........\ps1_solution-data.zip
.............
.......................\css\base.css
.......................\...\OpenCourse.css
.......................\images\14.gif
.......................\......\15.gif
.......................\......\ayn.jpg
.......................\......\boyd.jpg
.......................\......\cain.gif
.......................\......\clear.gif
.......................\......\CS106A.jpg
.......................\......\CS106B.jpg
.......................\......\CS107.jpg
.......................\......\CS223A.jpg
.......................\......\CS224N.jpg
.......................\......\CS229.jpg
.......................\......\EE261.jpg
.......................\......\EE263.jpg
.......................\......\EE364A.jpg
.......................\......\EE364B.jpg
.......................\......\faculty_photo_bg.gif
.......................\......\GATES.JPG
.......................\......\hw2a.gif
.......................\......\hw2b.gif
.......................\......\hw2c.gif
.......................\......\hw2d.gif
.......................\......\hw2e.gif
.......................\......\hw4a.gif
.......................\......\hw4b.gif
.......................\......\khatib.jpg
.......................\......\manning.jpg
.......................\......\nav.jpg
.......................\......\navtop.gif
.......................\......\nav_bottom.gif
.......................\......\osgood.jpg
.......................\......\sahami.jpg
.......................\......\SEEglobe.jpg
.......................\......\Thumbs.db
.......................\......\zelenski.jpg
.......................\index.html
.......................\lecturelist.html
.......................\materials\aimlcs229\AI-classes.pdf
.......................\.........\.........\assignments.html
.......................\.........\.........\compute_kernel_matrix.txt
.......................\.........\.........\cs229-cvxopt.pdf
.......................\.........\.........\cs229-cvxopt2.pdf
.......................\.........\.........\cs229-gp.pdf
.......................\.........\.........\cs229-hmm.pdf
.......................\.........\.........\cs229-linalg.pdf
.......................\.........\.........\cs229-notes10_PCA.pdf
.......................\.........\.........\cs229-notes11_ICA.pdf
.......................\.........\.........\cs229-notes12_加强学习.pdf
.......................\.........\.........\cs229-notes1_线性回归、逻辑回归、GLM.pdf
.......................\.........\.........\cs229-notes2_生成式.pdf
.......................\.........\.........\cs229-notes3_SVM.pdf
.......................\.........\.........\cs229-notes4_学习理论.pdf
.......................\.........\.........\cs229-notes5_模型选择.pdf
.......................\.........\.........\cs229-notes6_感知器.pdf
.......................\.........\.........\cs229-notes7a_k均值聚类.pdf
.......................\.........\.........\cs229-notes7b_混合高斯和EM.pdf
.......................\.........\.........\cs229-notes8_EM.pdf
.......................\.........\.........\cs229-notes9_factor analysis.pdf
.......................\.........\.........\cs229-prob.pdf
.......................\.........\.........\emacs.txt
.......................\.........\.........\gp_demo.txt
.......................\.........\.........\handouts.html
.......................\.........\.........\info.pdf
.......................\.........\.........\logistic_grad_ascent.txt
.......................\.........\.........\matlab_el.txt
.......................\.........\.........\matlab_session.txt
.......................\.........\.........\ML-advice.pdf
.......................\.........\.........\practice-midterm.pdf
.......................\.........\.........\problemset1.pdf
.......................\.........\.........\problemset2.pdf
.......................\.........\.........\problemset3.pdf
.......................\.........\.........\problemset4.pdf
.......................\.........\.........\projectGuidelines.pdf
.......................\.........\.........\PS1-data.zip
.......................\.........\.........\ps1_solution-data.zip
.............