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Sample programs with basic machine learning concepts

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KFold_cross_validation
KFold_cross_validation
 
 
K_mean_clustering
K_mean_clustering
 
 
SVM
SVM
 
 
decision_tree
decision_tree
 
 
dummy_variables
dummy_variables
 
 
gradient_descent
gradient_descent
 
 
hyperparameter_tuning
hyperparameter_tuning
 
 
linear_reg
linear_reg
 
 
logistic_reg_multi
logistic_reg_multi
 
 
multivariable_linear_reg
multivariable_linear_reg
 
 
naive_bayes
naive_bayes
 
 
outlier_detection
outlier_detection
 
 
random_forest
random_forest
 
 
regularization
regularization
 
 
train_test_split
train_test_split
 
 
README.md
README.md
 
 

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Sample programs with basic machine learning concepts

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Sample programs with basic machine learning concepts

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python machine-learning random-forest numpy svm naive-bayes linear-regression sklearn pandas logistic-regression matplotlib outlier-detection regularization gradient-descent decision-tree hyperparameter-tuning k-means-clustering kfold-cross-validation train-test-split dummy-variables

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