├── Descision Tree and Random Forest ├── Data │ ├── pendigits_test.txt │ └── pendigits_training.txt ├── README.md ├── README.txt ├── Source Code │ ├── choose_attribute.m │ ├── get_info_gain.m │ ├── main.m │ ├── make_tree.m │ └── random.m └── answers.pdf ├── Dynamic Time Warping ├── Data │ ├── asl_test.txt │ └── asl_training.txt ├── README.md ├── README.txt ├── Source Code │ ├── asl_test.txt │ ├── asl_training.txt │ ├── dist.m │ ├── dtw.m │ ├── load_data.m │ └── main.m └── answers.pdf ├── Error Function and Regularisation ├── Data │ ├── training_inputs1.txt │ └── training_outputs1.txt ├── Formula Pic │ ├── ErrorFunction.PNG │ └── RegularisedError.PNG ├── README.md └── Source Code │ └── ErrorFunction.py ├── Fitting 1D Gaussion to data ├── Data │ ├── satellite_training.txt │ └── yeast_training.txt ├── README.md ├── Source Code │ └── gaussian_1d.py ├── answers.pdf └── readme.txt ├── Fitting 2D Gaussion to Data ├── Data │ ├── satellite_training.txt │ └── yeast_training.txt ├── README.md ├── Source Code │ └── gaussian_2d.py ├── answers.pdf └── readme.txt ├── Frequentist Estimate ├── README.md ├── Source Code │ ├── frequentist_estimate1.py │ └── old_frequentist_estimate1.py ├── answers.pdf └── readme.txt ├── Gaussian Naive Bayes ├── Data │ ├── pendigits_test.txt │ ├── pendigits_training.txt │ ├── satellite_test.txt │ ├── satellite_training.txt │ ├── yeast_test.txt │ └── yeast_training.txt ├── README.md ├── Readme.txt └── Source │ └── Gaussian_naive_bayes.py ├── K-Mean Clustering ├── Data │ └── yeast_test.txt ├── README.md ├── README.txt ├── Source Code │ └── main.m └── answers.pdf ├── K-Nearest Neigbour ├── Data │ ├── pendigits_test.txt │ └── pendigits_training.txt ├── README.md ├── README.txt ├── Source Code │ ├── knn.m │ ├── main.m │ └── normalise.m └── answers.pdf ├── Linear Regression ├── Data │ └── sample_data1.txt ├── README.md ├── README.txt ├── Source code │ ├── Assignment4.m │ └── linear_regression.m └── answers.pdf ├── Logistic Regression ├── Answers.pdf ├── Data │ ├── pendigits_test.txt │ ├── pendigits_training.txt │ ├── yeast_test.txt │ └── yeast_training.txt ├── README.md ├── README.txt └── Source Code │ └── logistic_regression.m ├── Mixture Of Gaussian Using EM-Algortihm ├── Data │ ├── pendigits_test.txt │ ├── pendigits_training.txt │ ├── satellite_test.txt │ ├── satellite_training.txt │ ├── yeast_test.txt │ └── yeast_training.txt ├── README.md ├── ReadMe.txt └── Source Code │ └── Mixture_of_gaussian.py ├── Naive Bayes Classifier ├── Data │ ├── pendigits_test.txt │ ├── pendigits_training.txt │ ├── satellite_test.txt │ ├── satellite_training.txt │ ├── yeast_test.txt │ └── yeast_training.txt ├── README.md ├── README.txt └── Source Code │ └── Naive_bayes.py ├── Neural Network ├── Data │ ├── pendigits_test.txt │ ├── pendigits_training.txt │ ├── satellite_test.txt │ ├── satellite_training.txt │ ├── yeast_test.txt │ └── yeast_training.txt ├── README.md ├── README.txt ├── Source code │ ├── main.m │ └── neural_network.m └── answers.pdf ├── 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