├── .gitignore ├── LICENSE ├── README.md ├── data └── titanic │ ├── example_gender_submission.csv │ ├── processed │ ├── X_test.feather │ ├── X_train.feather │ ├── y_test.feather │ └── y_train.feather │ ├── submission_data.csv │ └── train.csv ├── machine_learning ├── __init__.py ├── decision_tree.py ├── gradient_boosted_decision_tree.py ├── knn.py ├── linear_regression.py ├── logistic_regression.py ├── neural_network.py ├── random_forest.py └── tree.py └── notebooks ├── decision_tree.ipynb ├── gradient_boosted_decision_tree.ipynb ├── knn.ipynb ├── linear_regression.ipynb ├── logistic_regression.ipynb ├── neural_network.ipynb ├── random_forest.ipynb └── sklearn_titanic_example.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/simonwardjones/machine_learning/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: 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