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Title: machine_learning_python-master Download
 Description: By reading the data codes on the Internet, we can process ourselves and try to realize the commonly used machine learning algorithm The realization of basic form and dual form of perceptron Implementation of kmeans and kmeans + + EM GMM Gaussian mixture and GMM + lasso implementation The basic algorithm of implementing naive Bayes and Gaussian mixture naive Bayes algorithm The basic algorithm of realizing decision tree Implementation of AdaBoost basic algorithm Implement the basic algorithm of SVM Implement the basic algorithm of logical regression
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File list (Check if you may need any files):
FilenameSizeDate
machine_learning_python-master 0 2019-02-19
machine_learning_python-master\.gitattributes 33 2019-02-19
machine_learning_python-master\.gitignore 29 2019-02-19
machine_learning_python-master\README.md 1273 2019-02-19
machine_learning_python-master\adaboost 0 2019-02-19
machine_learning_python-master\adaboost\.ipynb_checkpoints 0 2019-02-19
machine_learning_python-master\adaboost\.ipynb_checkpoints\Adaboost-checkpoint.ipynb 13020 2019-02-19
machine_learning_python-master\adaboost\AdaBoost.py 5331 2019-02-19
machine_learning_python-master\adaboost\Adaboost.ipynb 13020 2019-02-19
machine_learning_python-master\adaboost\README.md 821 2019-02-19
machine_learning_python-master\decision_tree 0 2019-02-19
machine_learning_python-master\decision_tree\README.md 189 2019-02-19
machine_learning_python-master\decision_tree\tree_id3.py 8136 2019-02-19
machine_learning_python-master\em 0 2019-02-19
machine_learning_python-master\em\README.md 638 2019-02-19
machine_learning_python-master\em\data 0 2019-02-19
machine_learning_python-master\em\data\amix1-est.dat 4147 2019-02-19
machine_learning_python-master\em\data\amix1-tst.dat 13766 2019-02-19
machine_learning_python-master\em\data\amix1-val.dat 2067 2019-02-19
machine_learning_python-master\em\data\amix2-est.dat 1475168 2019-02-19
machine_learning_python-master\em\data\amix2-tst.dat 3687484 2019-02-19
machine_learning_python-master\em\data\amix2-val.dat 737762 2019-02-19
machine_learning_python-master\em\data\golub-est.dat 296542 2019-02-19
machine_learning_python-master\em\data\golub-tst.dat 126412 2019-02-19
machine_learning_python-master\em\data\golub-val.dat 111296 2019-02-19
machine_learning_python-master\em\gmm.py 3120 2019-02-19
machine_learning_python-master\em\gmm_penality.py 3904 2019-02-19
machine_learning_python-master\em\main.py 1702 2019-02-19
machine_learning_python-master\em\main_panelity.py 2964 2019-02-19
machine_learning_python-master\kmeans 0 2019-02-19
machine_learning_python-master\kmeans\.ipynb_checkpoints 0 2019-02-19
machine_learning_python-master\kmeans\.ipynb_checkpoints\kmeans-checkpoint.ipynb 157686 2019-02-19
machine_learning_python-master\kmeans\README.md 443 2019-02-19
machine_learning_python-master\kmeans\kmeans.ipynb 222351 2019-02-19
machine_learning_python-master\kmeans\kmeans_base.py 5077 2019-02-19
machine_learning_python-master\kmeans\kmeans_plus.py 4076 2019-02-19
machine_learning_python-master\knn 0 2019-02-19
machine_learning_python-master\knn\.ipynb_checkpoints 0 2019-02-19
machine_learning_python-master\knn\.ipynb_checkpoints\KNN-checkpoint.ipynb 3823 2019-02-19
machine_learning_python-master\knn\KNN.ipynb 17474 2019-02-19
machine_learning_python-master\knn\README.md 187 2019-02-19
machine_learning_python-master\knn\knn_base.py 1789 2019-02-19
machine_learning_python-master\knn\knn_kdtree.py 5215 2019-02-19
machine_learning_python-master\logistic_regression 0 2019-02-19
machine_learning_python-master\logistic_regression\.ipynb_checkpoints 0 2019-02-19
machine_learning_python-master\logistic_regression\.ipynb_checkpoints\logistic_regression-checkpoint.ipynb 36351 2019-02-19
machine_learning_python-master\logistic_regression\LogisticRegressionClassifier.py 2088 2019-02-19
machine_learning_python-master\logistic_regression\README.md 199 2019-02-19
machine_learning_python-master\logistic_regression\logistic_regression.ipynb 36351 2019-02-19
machine_learning_python-master\logistic_regression\max_entropy.py 4454 2019-02-19
machine_learning_python-master\naive_bayes 0 2019-02-19
machine_learning_python-master\naive_bayes\.ipynb_checkpoints 0 2019-02-19
machine_learning_python-master\naive_bayes\.ipynb_checkpoints\naiveBayes-checkpoint.ipynb 5676 2019-02-19
machine_learning_python-master\naive_bayes\README.md 236 2019-02-19
machine_learning_python-master\naive_bayes\naiveBayes.ipynb 4296 2019-02-19
machine_learning_python-master\naive_bayes\naiveBayesBase.py 3900 2019-02-19
machine_learning_python-master\naive_bayes\naiveBayesGaussian.py 1966 2019-02-19
machine_learning_python-master\perceptron 0 2019-02-19
machine_learning_python-master\perceptron\.ipynb_checkpoints 0 2019-02-19
machine_learning_python-master\perceptron\.ipynb_checkpoints\perceptron-checkpoint.ipynb 23126 2019-02-19
machine_learning_python-master\perceptron\README.md 202 2019-02-19
machine_learning_python-master\perceptron\perceptron.ipynb 23126 2019-02-19
machine_learning_python-master\perceptron\perceptron_base.py 1436 2019-02-19
machine_learning_python-master\perceptron\perceptron_dual.py 2136 2019-02-19
machine_learning_python-master\support_vector_machine 0 2019-02-19
machine_learning_python-master\support_vector_machine\.ipynb_checkpoints 0 2019-02-19
machine_learning_python-master\support_vector_machine\.ipynb_checkpoints\svm-checkpoint.ipynb 13598 2019-02-19
machine_learning_python-master\support_vector_machine\README.md 691 2019-02-19
machine_learning_python-master\support_vector_machine\svm.ipynb 13598 2019-02-19
machine_learning_python-master\support_vector_machine\svm.py 5341 2019-02-19
machine_learning_python-master\utils 0 2019-02-19
machine_learning_python-master\utils\data_generater.py 1312 2019-02-19
machine_learning_python-master\utils\misc_utils.py 1289 2019-02-19
machine_learning_python-master\utils\plot.py 1611 2019-02-19
machine_learning_python-master\utils\word_utils.py 2164 2019-02-19

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