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full-bayesian-inference

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nekcht / ml-classic-scratch

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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.

expectation-maximization ols ridge-regression bayes-classifier multi-layer-perceptron machine-learning-from-scratch k-nearest-neighbors ordinary-least-squares implementation-from-scratch classical-machine-learning full-bayesian-inference classic-ml-scratch
  • Updated Dec 2, 2023
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