zmyzheng / MahcineLearning

machine learning algorithms realization

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MahcineLearning

  • Linear Regression
  • Gradient descent for Logistic regression
  • NaiveBayes
  • Nearest Neighbors for OCR
  • Conditional probability estimation
  • Perceptron_Feature_extraction_Cross_Validation
  • Non-linear Classifier
    • boosted decision trees
    • random forests
    • neural networks