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Ordinary Least Squares, Ridge Regression, Expectation Maximization, Full Bayesian Inference, Bayes Classifiers, kNN, and MLP core algorithms from scratch. Some auxiliary functions are also used.

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bayes-classifier classical-machine-learning expectation-maximization implementation-from-scratch k-nearest-neighbors multi-layer-perceptron ols ordinary-least-squares ridge-regression classic-ml-scratch

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