Machine_Learning_Code_Implementation

Python code implementation of machine learning algorithms based on NumPy.

《机器学习：公式推导与代码实现》

Name		Name	Last commit message	Last commit date
Latest commit History 93 Commits
charpter10_AdaBoost		charpter10_AdaBoost
charpter11_GBDT		charpter11_GBDT
charpter12_XGBoost		charpter12_XGBoost
charpter13_LightGBM		charpter13_LightGBM
charpter14_CatBoost		charpter14_CatBoost
charpter15_random_forest		charpter15_random_forest
charpter16_ensemble_compare		charpter16_ensemble_compare
charpter17_kmeans		charpter17_kmeans
charpter18_PCA		charpter18_PCA
charpter19_SVD		charpter19_SVD
charpter1_ml_start		charpter1_ml_start
charpter20_MEM		charpter20_MEM
charpter21_Bayesian_models		charpter21_Bayesian_models
charpter22_EM		charpter22_EM
charpter23_HMM		charpter23_HMM
charpter24_CRF		charpter24_CRF
charpter25_MCMC		charpter25_MCMC
charpter2_linear_regression		charpter2_linear_regression
charpter3_logistic_regression		charpter3_logistic_regression
charpter4_regression_expansion		charpter4_regression_expansion
charpter5_LDA		charpter5_LDA
charpter6_knn		charpter6_knn
charpter7_decision_tree		charpter7_decision_tree
charpter8_neural_networks		charpter8_neural_networks
charpter9_SVM		charpter9_SVM
README.md		README.md

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