├── .idea ├── .gitignore ├── inspectionProfiles │ └── profiles_settings.xml ├── misc.xml ├── modules.xml └── statisticml.iml ├── Chapter02 └── perceptron.py ├── Chapter03 ├── KNN.py └── kd_tree.py ├── Chapter04 └── naive_baysian.py ├── Chapter05 ├── classify_decision_tree.py └── tree.py ├── Chapter06 ├── LR.py ├── MEM.py └── logistic_regression.py ├── Chapter07 └── SVM.py ├── Chapter08 └── Adaboost.py ├── Chapter09 └── GMM.py ├── Chapter10 ├── HMM.py ├── backward.py ├── baum_welch.py ├── forward.py └── viterbi.py ├── Chapter11 ├── BFGS.py ├── CRF.py ├── backward.py └── forward.py └── readme.md /.idea/.gitignore: -------------------------------------------------------------------------------- 1 | # Default ignored files 2 | /shelf/ 3 | /workspace.xml 4 | -------------------------------------------------------------------------------- /.idea/inspectionProfiles/profiles_settings.xml: -------------------------------------------------------------------------------- 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