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Machine Learning Suite

Simple machine learning algorithms.

Regression

  1. Multivariate Linear Regression with Gradient Descent Algorithm
  2. Normal Equation
  3. Fast Multivariate Linear Regression based on L_BGFS optimization method

Classification

  1. Logistic Regression
  2. Multiclass Classification (One vs All)
  3. Fast Logistic Regression based on L_BGFS optimization method
  4. Neural Network based on L_BGFS optimization method