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machine learning algorithms in python from scratch

Machine Learning basics in Python

Coursera Machine Learning course logo

  • Neural Networks with Backpropagation

  • Bias vs. Variance with Linear & Polynomial Regression

  • Support Vector Machines (and Spam Classification)

This repository is a python implementation resembling as closely as possible both provided and personally-completed code in the octave/matlab assignments from the Machine Learning Coursera class by Stanford's Andrew Ng.