├── .gitignore ├── .idea ├── .gitignore ├── Machine-Learning.iml ├── inspectionProfiles │ └── profiles_settings.xml ├── modules.xml └── vcs.xml ├── README.md ├── data_visualization └── data_visualization.ipynb ├── feature_engineering ├── combing_data_in_pandas.ipynb ├── feature_engineering_numerical_data.ipynb ├── handling_missing_data.ipynb ├── hyperparameter_opt_with_comet.ipynb ├── oversampling_and_undersampling.ipynb └── peek_into_missing_data.ipynb ├── feature_selection └── feature_selection_beginner.ipynb ├── machine_learning_algorithms ├── decision_tree.ipynb ├── k-nearest_neighbors.ipynb ├── linear_regression.ipynb ├── logistic_regression.ipynb ├── naive_bayes.ipynb └── support_vector_machine.ipynb ├── requirements.txt └── testing ├── calculate_age.py └── test_calculate_age.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kurtispykes/Machine-Learning/HEAD/.gitignore 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