文件名称:吴恩达机器学习的python-code
- 所属分类：
- 数值算法/人工智能
- 资源属性：
- 上传时间：
- 2019-05-11
- 文件大小：
- 31.35mb
- 下载次数：
- 0次
- 提 供 者：
- agent*****
- 相关连接：
- 无
- 下载说明：
- 别用迅雷下载，失败请重下，重下不扣分！
介绍说明－－下载内容均来自于网络，请自行研究使用
吴恩达机器学习pdf 及其作业 python代码(Wu Enda Machine Learning Pdf and Its Homework Python Code)
(系统自动生成,下载前可以参看下载内容)
下载文件列表
| 文件名 | 大小 | 更新时间 |
|---|---|---|
| README.md | 215 | 2018-03-29 |
| ex1-linear regression | 0 | 2018-03-26 |
| ex1-linear regression\1.linear_regreesion_v1.ipynb | 267369 | 2018-03-26 |
| ex1-linear regression\ML-Exercise1.ipynb | 141940 | 2018-03-26 |
| ex1-linear regression\ex1.pdf | 489928 | 2018-03-26 |
| ex1-linear regression\ex1data1.txt | 1456 | 2018-03-26 |
| ex1-linear regression\ex1data2.txt | 704 | 2018-03-26 |
| ex2-logistic regression | 0 | 2018-03-26 |
| ex2-logistic regression\1. logistic_regression_v1.ipynb | 303021 | 2018-03-26 |
| ex2-logistic regression\ML-Exercise2.ipynb | 103449 | 2018-03-26 |
| ex2-logistic regression\ex2.pdf | 233661 | 2018-03-26 |
| ex2-logistic regression\ex2data1.txt | 3875 | 2018-03-26 |
| ex2-logistic regression\ex2data2.txt | 2351 | 2018-03-26 |
| ex3-neural network | 0 | 2018-03-26 |
| ex3-neural network\1- neural network.ipynb | 92908 | 2018-03-26 |
| ex3-neural network\ML-Exercise3.ipynb | 16641 | 2018-03-26 |
| ex3-neural network\ex3.pdf | 293703 | 2018-03-26 |
| ex3-neural network\ex3data1.mat | 7511764 | 2018-03-26 |
| ex3-neural network\ex3weights.mat | 79592 | 2018-03-26 |
| ex4-NN back propagation | 0 | 2018-03-27 |
| ex4-NN back propagation\1- NN back propagation.ipynb | 199607 | 2018-03-27 |
| ex4-NN back propagation\ML-Exercise4.ipynb | 23783 | 2018-03-27 |
| ex4-NN back propagation\ex4.pdf | 356692 | 2018-03-26 |
| ex4-NN back propagation\ex4data1.mat | 7511764 | 2018-03-26 |
| ex4-NN back propagation\ex4weights.mat | 79592 | 2018-03-26 |
| ex5-bias vs variance | 0 | 2018-03-27 |
| ex5-bias vs variance\ML-Exercise5.ipynb | 160315 | 2018-03-26 |
| ex5-bias vs variance\ex5.pdf | 187357 | 2018-03-26 |
| ex5-bias vs variance\ex5data1.mat | 1321 | 2018-03-26 |
| ex6-SVM | 0 | 2018-03-26 |
| ex6-SVM\1- linear SVM.ipynb | 79294 | 2018-03-26 |
| ex6-SVM\2- Gaussian kernels.ipynb | 144083 | 2018-03-26 |
| ex6-SVM\3- search for the best parameters.ipynb | 13535 | 2018-03-26 |
| ex6-SVM\4- spam filter.ipynb | 6052 | 2018-03-26 |
| ex6-SVM\ML-Exercise6.ipynb | 183913 | 2018-03-26 |
| ex6-SVM\data | 0 | 2018-03-26 |
| ex6-SVM\data\emailSample1.txt | 403 | 2018-03-26 |
| ex6-SVM\data\emailSample2.txt | 1335 | 2018-03-26 |
| ex6-SVM\data\ex6data1.mat | 981 | 2018-03-26 |
| ex6-SVM\data\ex6data2.mat | 7604 | 2018-03-26 |
| ex6-SVM\data\ex6data3.mat | 6038 | 2018-03-26 |
| ex6-SVM\data\spamSample1.txt | 697 | 2018-03-26 |
| ex6-SVM\data\spamSample2.txt | 253 | 2018-03-26 |
| ex6-SVM\data\spamTest.mat | 112717 | 2018-03-26 |
| ex6-SVM\data\spamTrain.mat | 428814 | 2018-03-26 |
| ex6-SVM\data\vocab.txt | 22139 | 2018-03-26 |
| ex6-SVM\ex6.pdf | 335649 | 2018-03-26 |
| ex7-kmeans and PCA | 0 | 2018-03-27 |
| ex7-kmeans and PCA\1- visualize data.ipynb | 47054 | 2018-03-26 |
| ex7-kmeans and PCA\2- 2D kmeans.ipynb | 164013 | 2018-03-27 |
| ex7-kmeans and PCA\3- kmeans for image compression.ipynb | 308046 | 2018-03-27 |
| ex7-kmeans and PCA\4- 2D PCA.ipynb | 68633 | 2018-03-27 |
| ex7-kmeans and PCA\5- PCA on face data.ipynb | 695801 | 2018-03-27 |
| ex7-kmeans and PCA\ML-Exercise7.ipynb | 397107 | 2018-03-27 |
| ex7-kmeans and PCA\data | 0 | 2018-03-26 |
| ex7-kmeans and PCA\data\bird_small.mat | 45606 | 2018-03-26 |
| ex7-kmeans and PCA\data\bird_small.png | 33031 | 2018-03-26 |
| ex7-kmeans and PCA\data\ex7data1.mat | 995 | 2018-03-26 |
| ex7-kmeans and PCA\data\ex7data2.mat | 4784 | 2018-03-26 |
| ex7-kmeans and PCA\data\ex7faces.mat | 11027767 | 2018-03-26 |
| ex7-kmeans and PCA\ex7.pdf | 715940 | 2018-03-26 |
| ex8-anomaly detection and recommendation | 0 | 2018-04-02 |
| ex8-anomaly detection and recommendation\1- Anomaly detection.ipynb | 71980 | 2018-04-02 |
| ex8-anomaly detection and recommendation\2- Recommender system.ipynb | 16985 | 2018-04-02 |
| ex8-anomaly detection and recommendation\ML-Exercise8.ipynb | 157807 | 2018-04-02 |
| ex8-anomaly detection and recommendation\data | 0 | 2018-03-26 |
| ex8-anomaly detection and recommendation\data\ex8_movieParams.mat | 201196 | 2018-03-26 |
| ex8-anomaly detection and recommendation\data\ex8_movies.mat | 223396 | 2018-03-26 |
| ex8-anomaly detection and recommendation\data\ex8data1.mat | 9501 | 2018-03-26 |
| ex8-anomaly detection and recommendation\data\ex8data2.mat | 93481 | 2018-03-26 |
| ex8-anomaly detection and recommendation\data\movie_ids.txt | 50123 | 2018-03-26 |
| ex8-anomaly detection and recommendation\ex8.pdf | 248181 | 2018-03-26 |
| img | 0 | 2018-03-26 |
| img\cov_mat.png | 2415 | 2018-03-26 |
| img\f1_score.png | 50462 | 2018-03-26 |
| img\gradient_checking.png | 8645 | 2018-03-26 |
| img\linear_cost.png | 5447 | 2018-03-26 |
| img\linear_gradient.png | 3999 | 2018-03-26 |
| img\linear_reg_cost.png | 8720 | 2018-03-26 |
| img\linear_reg_gradient.png | 19008 | 2018-03-26 |
| img\logistic_cost.png | 19971 | 2018-03-26 |
| img\logistic_gradient.png | 15637 | 2018-03-26 |
| img\mapped_feature.png | 6659 | 2018-03-26 |
| img\nn_cost.png | 20153 | 2018-03-26 |
| img\nn_model.png | 122189 | 2018-03-26 |
| img\nn_reg_grad.png | 27302 | 2018-03-26 |
| img\nn_regcost.png | 36211 | 2018-03-26 |
| img\pca_projection.png | 23134 | 2018-03-26 |
| img\rcmd_cost.png | 17928 | 2018-03-26 |
| img\rcmd_gradient.png | 13770 | 2018-03-26 |
| img\rcmd_reg_grad.png | 15027 | 2018-03-26 |
| img\rcmd_vectorized_grad.png | 5322 | 2018-03-26 |
| img\reg_cost.png | 7283 | 2018-03-26 |
| img\reg_gradient.png | 8390 | 2018-03-26 |