小白入门机器学习资料.zip
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2021-08-08
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小白入门机器学习资料.zip （542个子文件） 
源代码目录.docx 23KB 源代码目录.docx 23KB
5- PCA on face data.ipynb 1.8MB 5- PCA on face data.ipynb 1.8MB 3- kmeans for image compression.ipynb 402KB 3- kmeans for image compression.ipynb 402KB ML-Exercise7.ipynb 389KB ML-Exercise7.ipynb 389KB 1. logistic_regression_v1.ipynb 294KB 1. logistic_regression_v1.ipynb 294KB 1.linear_regreesion_v1.ipynb 259KB 1.linear_regreesion_v1.ipynb 259KB 2- Gaussian kernels.ipynb 256KB 2- Gaussian kernels.ipynb 256KB 2- 2D kmeans.ipynb 203KB 2- 2D kmeans.ipynb 203KB 1- NN back propagation.ipynb 197KB 1- NN back propagation.ipynb 197KB ML-Exercise6.ipynb 180KB ML-Exercise6.ipynb 180KB ML-Exercise5.ipynb 157KB ML-Exercise5.ipynb 157KB 1- bias vs variance.ipynb 156KB 1- bias vs variance.ipynb 156KB ML-Exercise8.ipynb 154KB ML-Exercise8.ipynb 154KB ML-Exercise1.ipynb 139KB ML-Exercise1.ipynb 139KB 1- linear SVM.ipynb 131KB 1- linear SVM.ipynb 131KB 4- 2D PCA.ipynb 104KB 4- 2D PCA.ipynb 104KB ML-Exercise2-v1.ipynb 101KB ML-Exercise2.ipynb 100KB ML-Exercise2.ipynb 100KB 1- Anomaly detection.ipynb 93KB 1- Anomaly detection.ipynb 93KB 1- neural network.ipynb 91KB 1- neural network.ipynb 91KB 1- visualize data.ipynb 49KB 1- visualize data.ipynb 49KB ML-Exercise4.ipynb 24KB ML-Exercise4.ipynb 24KB ML-Exercise3.ipynb 16KB ML-Exercise3.ipynb 16KB 2- Recommender system.ipynb 14KB 2- Recommender system.ipynb 14KB 3- search for the best parameters.ipynb 11KB 3- search for the best parameters.ipynb 11KB 4- spam filter.ipynb 6KB 4- spam filter.ipynb 6KB Untitled.ipynb 3KB OGLdpf.log 0B OGLdpf.log 0B submit.m 17KB submit.m 17KB submit.m 17KB submit.m 17KB submit.m 17KB submit.m 17KB submit.m 17KB submit.m 17KB submit.m 17KB submit.m 17KB submit.m 17KB submit.m 17KB submit.m 16KB submit.m 16KB submit.m 15KB submit.m 15KB submitWeb.m 10KB submitWeb.m 10KB porterStemmer.m 10KB porterStemmer.m 10KB fmincg.m 9KB fmincg.m 9KB fmincg.m 9KB fmincg.m 9KB fmincg.m 9KB fmincg.m 9KB fmincg.m 9KB fmincg.m 9KB ex4.m 8KB ex4.m 8KB ex5.m 7KB ex5.m 7KB ex7_pca.m 7KB ex7_pca.m 7KB ex8_cofi.m 7KB ex8_cofi.m 7KB svmTrain.m 6KB svmTrain.m 6KB ex7.m 5KB ex7.m 5KB nnCostFunction.m 5KB nnCostFunction.m 5KB ex6_spam.m 4KB ex6_spam.m 4KB ex1_multi.m 4KB ex1_multi.m 4KB共 542 条
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