斯坦福大学吴恩达机器学习课程(学习笔记和原始讲义)

[{"title":"（ 38 个子文件 14.16MB ） 斯坦福大学吴恩达机器学习课程(学习笔记和原始讲义)","children":[{"title":"Stanford+Universtiy+Machine+Learning%28含学习笔记和原始讲义%29","children":[{"title":"斯坦福大学机器学习课程个人学习笔记（下）","children":[{"title":"(13)因子分析.pdf <span style='color:#111;'> 952.74KB </span>","children":null,"spread":false},{"title":"(14)增强学习.pdf <span style='color:#111;'> 899.98KB </span>","children":null,"spread":false},{"title":"(15)典型关联分析.pdf <span style='color:#111;'> 961.54KB </span>","children":null,"spread":false},{"title":"(10)主成分分析.pdf <span style='color:#111;'> 1.72MB </span>","children":null,"spread":false},{"title":"(16)偏最小二乘法回归.pdf <span style='color:#111;'> 279.08KB </span>","children":null,"spread":false},{"title":"请先查看该说明.txt <span style='color:#111;'> 910B </span>","children":null,"spread":false},{"title":"(12)线性判别分析.pdf <span style='color:#111;'> 918.07KB </span>","children":null,"spread":false},{"title":"(11)独立成分分析.pdf <span style='color:#111;'> 905.68KB </span>","children":null,"spread":false},{"title":"(9)在线学习.pdf <span style='color:#111;'> 530.77KB </span>","children":null,"spread":false}],"spread":true},{"title":"斯坦福大学机器学习课程原始讲义","children":[{"title":"cs229-notes7a.pdf <span style='color:#111;'> 264.67KB </span>","children":null,"spread":false},{"title":"cs229-notes9.pdf <span style='color:#111;'> 81.16KB </span>","children":null,"spread":false},{"title":"cs229-gp.pdf <span style='color:#111;'> 150.96KB </span>","children":null,"spread":false},{"title":"cs229-prob.pdf <span style='color:#111;'> 147.50KB </span>","children":null,"spread":false},{"title":"cs229-linalg.pdf <span style='color:#111;'> 164.59KB </span>","children":null,"spread":false},{"title":"cs229-cvxopt2.pdf <span style='color:#111;'> 196.80KB </span>","children":null,"spread":false},{"title":"cs229-notes5.pdf <span style='color:#111;'> 86.63KB </span>","children":null,"spread":false},{"title":"cs229-notes7b.pdf <span style='color:#111;'> 53.89KB </span>","children":null,"spread":false},{"title":"cs229-notes1.pdf <span style='color:#111;'> 229.65KB </span>","children":null,"spread":false},{"title":"ML-advice.pdf <span style='color:#111;'> 313.47KB </span>","children":null,"spread":false},{"title":"cs229-notes10.pdf <span style='color:#111;'> 75.40KB </span>","children":null,"spread":false},{"title":"cs229-notes12.pdf <span style='color:#111;'> 73.96KB </span>","children":null,"spread":false},{"title":"cs229-notes4.pdf <span style='color:#111;'> 108.74KB </span>","children":null,"spread":false},{"title":"cs229-notes3.pdf <span style='color:#111;'> 175.57KB </span>","children":null,"spread":false},{"title":"cs229-hmm.pdf <span style='color:#111;'> 197.80KB </span>","children":null,"spread":false},{"title":"cs229-notes8.pdf <span style='color:#111;'> 81.18KB </span>","children":null,"spread":false},{"title":"cs229-cvxopt.pdf <span style='color:#111;'> 148.86KB </span>","children":null,"spread":false},{"title":"cs229-notes11.pdf <span style='color:#111;'> 74.18KB </span>","children":null,"spread":false},{"title":"cs229-notes6.pdf <span style='color:#111;'> 50.85KB </span>","children":null,"spread":false},{"title":"cs229-notes2.pdf <span style='color:#111;'> 858.17KB </span>","children":null,"spread":false}],"spread":false},{"title":"斯坦福大学机器学习课程个人学习笔记（上）","children":[{"title":"(3)支持向量机SVM（上）.pdf <span style='color:#111;'> 877.86KB </span>","children":null,"spread":false},{"title":"(2)判别模型、生成模型与朴素贝叶斯方法.pdf <span style='color:#111;'> 1.04MB </span>","children":null,"spread":false},{"title":"(7)混合高斯模型和EM算法.pdf <span style='color:#111;'> 436.95KB </span>","children":null,"spread":false},{"title":"请先查看该说明.txt <span style='color:#111;'> 910B </span>","children":null,"spread":false},{"title":"(1)线性回归、logistic回归和一般回归.pdf <span style='color:#111;'> 842.55KB </span>","children":null,"spread":false},{"title":"(8)EM算法.pdf <span style='color:#111;'> 757.24KB </span>","children":null,"spread":false},{"title":"(6)K-means聚类算法.pdf <span style='color:#111;'> 532.76KB </span>","children":null,"spread":false},{"title":"(5)规则化和模型选择.pdf <span style='color:#111;'> 895.02KB </span>","children":null,"spread":false},{"title":"(4)支持向量机SVM（下）.pdf <span style='color:#111;'> 1.15MB </span>","children":null,"spread":false}],"spread":true}],"spread":true}],"spread":true}]