├── DecisionTree └── decisiontree.py ├── K-Means ├── kmeans.py └── test_case.py ├── KNN └── knn_code.py ├── PCA ├── code_for_plots │ ├── cov_heatmap.py │ ├── eigenvectors.py │ └── visualizations.py └── pca.py ├── README.md ├── SVM └── svm_code.py ├── linear_regression ├── Linear Methods │ ├── linear_regression.py │ └── test.py ├── archive │ ├── README.md │ └── tvmarketing.csv └── simple_linear_regression.py ├── logistic_regression ├── Default.csv └── log_reg.py ├── naive_bayes └── naive_bayes.py ├── perceptron from scratch.ipynb └── random_forests ├── decisiontree.py └── randomforests.py /DecisionTree/decisiontree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Marcussena/ML-and-Ai-from-scratch/HEAD/DecisionTree/decisiontree.py -------------------------------------------------------------------------------- /K-Means/kmeans.py: -------------------------------------------------------------------------------- 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