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Introduction to support vector machines (SVMs)

2014-02, Josh Montague

A gentle introduction to the concepts of the support vector machine (SVM), starting from regularized logistic regression.

This session was built using:

  • Python 2.7.9
  • IPython 2.3
  • numpy 1.9
  • matplotlib 1.4
  • pandas 0.15
  • seaborn 0.5

If you want to explore the IPython Notebook without running Python on your own machine, you can also view it (without the output) at nbviewer.

Enjoy!