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  • MLPE_classification: MultiLayer Perceptron for classification
  • MLPE_regression: MultiLayer Perceptron for regression
  • linear_regression: Linear regression with decay regularization (using the closed form and the stochastic gradient descent).
  • knn: K-nearest neighbors algorithm
  • random_forest: Random Forest algorithm for classification

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Implementation of some Data Science algorithms from scratch.

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