├── README.md ├── association ├── apriori.py └── fp_growth.py ├── classification_regression ├── __pycache__ │ └── cart_clf.cpython-36.pyc ├── adaboost.py ├── boosting_tree.py ├── cart_clf.py ├── cart_regression.py ├── decision_tree.py ├── knearest.py ├── linear_regression.py ├── logistic_regression.py ├── maximum_entropy.py ├── naive_bayes.py ├── perceptron.py ├── random_forest.py ├── softmax.py ├── svm.py ├── svm_wss3.py └── xgboost.py ├── cluster ├── __pycache__ │ └── kmeans.cpython-36.pyc ├── dbscan.py ├── gmm_em.py ├── kmeans.py ├── label_propagation.py ├── meanshift.py └── spectural_clustering.py ├── cross_validation.py ├── load_data.py ├── optimization └── optimization_algorithm.py ├── outlier_detection ├── isolation_forest.py └── lof.py ├── probability_algorithm └── hmm.py └── recommendation └── collaborative_filter.py /README.md: -------------------------------------------------------------------------------- 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