├── .gitignore ├── 66d5be0a46c202c4.jpg ├── LICENSE ├── README.md ├── chapter10 └── ANN_Mat.m ├── chapter11 └── Adaboost_Mat.m ├── chapter12 └── Kmeans_Mat.m ├── chapter13 ├── EM.m ├── gaussPDF.m ├── plotGMM.m └── plot_em.m ├── chapter14 ├── Kcenter_Mat.m └── apriori_gen.m ├── chapter15 ├── Apriori_App_Self.m ├── apriori.m ├── apriori_gen.m ├── get_k_itemset.m ├── init.m └── isExit.m ├── chapter16 ├── fitgmm.m ├── gmm.m └── gmmcluster.m ├── chapter17 ├── calDistance.m ├── dbscan.m ├── demo_dbscan.m └── epsilon.m ├── chapter18 ├── car_prob.m ├── cmpt_P_and_R.m ├── jcr_policy_evaluation.m ├── jcr_policy_improvement.m └── jcr_rhs_state_value_bellman.m ├── chapter19 ├── Q_update.m ├── SARSA_CW.m ├── learn_cw.m ├── plot_cw_policy.m ├── q_learn.m ├── script_cw.m └── transition.m ├── chapter2 ├── Com_Exm.m ├── For_if.m ├── For_switch.m ├── Mesh_Exm.m ├── Plot_Exm.m ├── Surf_Exm.m ├── Three_add.m ├── Three_ass_add.m ├── While_if.m ├── csvdata.csv ├── matdata.mat ├── txtdata.txt ├── xlsdata.xls └── xlsxdata.xlsx ├── chapter4 ├── KNNA_Self.m └── KNN_Mat.m ├── chapter5 └── Dectree_Mat.m ├── chapter6 └── SVM_Mat.m ├── chapter7 └── NB_Mat.m ├── chapter8 └── LineRe_Mat.m ├── chapter9 ├── glm.m ├── gradDescent.m └── sigmoid.m └── frontpage.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huiwenzhang/ml-in-action/HEAD/.gitignore -------------------------------------------------------------------------------- /66d5be0a46c202c4.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huiwenzhang/ml-in-action/HEAD/66d5be0a46c202c4.jpg -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huiwenzhang/ml-in-action/HEAD/LICENSE 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