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Machine-Learning

It is some machine learning code and I created and visualized for homeworks of edx course CaltechX: CS1156x Learning From Data (introductory Machine Learning course)

  1. visualize_PLA.html Perceptron Learning Algorithm. Youtube video

  2. visualize_Linear_Regression.html Linear Regression Algorithm. Youtube video

  3. visualize_Nonlinear_Transformation.html Linear Regression Algorithm with non-linear transformation. Youtube video

  4. visualize_Logistic_Regression.html Logistic Regression Algorithm. Youtube video