文件列表:

images (0, 2016-11-05)
images\machine-learning-ex1_01.png (25194, 2016-11-05)
images\machine-learning-ex2_01.png (22227, 2016-11-05)
images\machine-learning-ex3_01.png (17217, 2016-11-05)
images\machine-learning-ex4_01.png (19670, 2016-11-05)
images\machine-learning-ex5_01.png (19632, 2016-11-05)
images\machine-learning-ex6_01.png (15036, 2016-11-05)
images\machine-learning-ex7_01.png (17634, 2016-11-05)
images\machine-learning-ex8_01.png (20056, 2016-11-05)
machine-learning-ex1 (0, 2016-11-05)
machine-learning-ex1\ex1.pdf (489928, 2016-11-05)
machine-learning-ex1\ex1 (0, 2016-11-05)
machine-learning-ex1\ex1\computeCost.m (703, 2016-11-05)
machine-learning-ex1\ex1\computeCostMulti.m (715, 2016-11-05)
machine-learning-ex1\ex1\ex1.m (3438, 2016-11-05)
machine-learning-ex1\ex1\ex1_multi.m (4650, 2016-11-05)
machine-learning-ex1\ex1\ex1data1.txt (1359, 2016-11-05)
machine-learning-ex1\ex1\ex1data2.txt (657, 2016-11-05)
machine-learning-ex1\ex1\featureNormalize.m (1375, 2016-11-05)
machine-learning-ex1\ex1\gradientDescent.m (1044, 2016-11-05)
machine-learning-ex1\ex1\gradientDescentMulti.m (1290, 2016-11-05)
machine-learning-ex1\ex1\lib (0, 2016-11-05)
machine-learning-ex1\ex1\lib\jsonlab (0, 2016-11-05)
machine-learning-ex1\ex1\lib\jsonlab\AUTHORS.txt (1624, 2016-11-05)
machine-learning-ex1\ex1\lib\jsonlab\ChangeLog.txt (3862, 2016-11-05)
machine-learning-ex1\ex1\lib\jsonlab\LICENSE_BSD.txt (1551, 2016-11-05)
machine-learning-ex1\ex1\lib\jsonlab\jsonopt.m (881, 2016-11-05)
machine-learning-ex1\ex1\lib\jsonlab\loadjson.m (18732, 2016-11-05)
machine-learning-ex1\ex1\lib\jsonlab\loadubjson.m (15574, 2016-11-05)
machine-learning-ex1\ex1\lib\jsonlab\mergestruct.m (771, 2016-11-05)
machine-learning-ex1\ex1\lib\jsonlab\savejson.m (17462, 2016-11-05)
machine-learning-ex1\ex1\lib\jsonlab\saveubjson.m (16123, 2016-11-05)
machine-learning-ex1\ex1\lib\jsonlab\varargin2struct.m (1094, 2016-11-05)
machine-learning-ex1\ex1\lib\makeValidFieldName.m (1195, 2016-11-05)
machine-learning-ex1\ex1\lib\submitWithConfiguration.m (3734, 2016-11-05)
machine-learning-ex1\ex1\normalEqn.m (667, 2016-11-05)
machine-learning-ex1\ex1\octave-workspace (4259, 2016-11-05)
machine-learning-ex1\ex1\plotData.m (1045, 2016-11-05)
... ...

Machine Learning Exercises ====== Coursera上斯坦福大学的机器学习编程作业 ### 1. [machine-learning-ex1][1] - 线性回归 - 梯度下降 - 正规方程 ![machine-learning-ex1][1.1] ### 2. [machine-learning-ex2][2] - 逻辑回归 - 正则化 ![machine-learning-ex2][2.1] ### 3. [machine-learning-ex3][3] - 多分类逻辑回归 - 神经网络预测(权值weights已知) ![machine-learning-ex3][3.1] ### 4. [machine-learning-ex4][4] - bp神经网络识别手写数字 ![machine-learning-ex4][4.1] ### 5. [machine-learning-ex5][5] - 学习曲线 - 验证集 ![machine-learning-ex5][5.1] ### 6. [machine-learning-ex6][6] - 支持向量SVM - 高斯核函数 - 线性核函数 - 垃圾邮件分类 ![machine-learning-ex6][6.1] ### 7. [machine-learning-ex7][7] - k-means - 降维PCA(主成分分析) ![machine-learning-ex7][7.1] ### 8. [machine-learning-ex8][8] - 异常检测(高斯分布) - 协同过滤 ![machine-learning-ex8][8.1] [1]:https://github.com/lawlite19/MachineLearningEx/tree/master/machine-learning-ex1 [1.1]: ./images/machine-learning-ex1_01.png "machine-learning-ex1_01.png" [2]:https://github.com/lawlite19/MachineLearningEx/tree/master/machine-learning-ex2 [2.1]: ./images/machine-learning-ex2_01.png "machine-learning-ex2_01.png" [3]:https://github.com/lawlite19/MachineLearningEx/blob/master/machine-learning-ex3 [3.1]: ./images/machine-learning-ex3_01.png "machine-learning-ex3_01.png" [4]:https://github.com/lawlite19/MachineLearningEx/blob/master/machine-learning-ex4 [4.1]: ./images/machine-learning-ex4_01.png "machine-learning-ex4_01.png" [5]:https://github.com/lawlite19/MachineLearningEx/blob/master/machine-learning-ex5 [5.1]: ./images/machine-learning-ex5_01.png "machine-learning-ex5_01.png" [6]:https://github.com/lawlite19/MachineLearningEx/blob/master/machine-learning-ex6 [6.1]: ./images/machine-learning-ex6_01.png "machine-learning-ex6_01.png" [7]:https://github.com/lawlite19/MachineLearningEx/blob/master/machine-learning-ex7 [7.1]: ./images/machine-learning-ex7_01.png "machine-learning-ex7_01.png" [8]:https://github.com/lawlite19/MachineLearningEx/blob/master/machine-learning-ex8 [8.1]: ./images/machine-learning-ex8_01.png "machine-learning-ex8_01.png"

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