《统计学习方法》与常见机器学习模型(GBDT/XGBoost/lightGBM/FM/FFM)的原理讲解与python和类库实现
repoGBDTXGBoostLight GBMFMFFM
****perceptron_python.pyperceptron_sklearn.py
****K
****KNN_python.pyKNN_sklearn.py
****Naive_Bayes_python.pyNaive_Bayes_sklearn.py
**** decision_tree_python.pydecision_tree_sklearn.py
****logistic
****logisitic_regression_python.pylogistic_regression_scikit-learn.py
****softmax
****Max_Entropy.py
****SVM_python.pySVM_sklearn.py
****AdaBoost
****XGBoost
****xgboost_mnist.py
****LightGBMcatBoost
****EMGMM
****HMM_hmmlearn.pyHMM_python.py
****CRF_python.pyCRF_sklearn.py
****FMFFM