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Basis Expansion.ipynb
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README.md
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kernel.py
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README.md

Machine Learning: Basis functions, kernels(1) and kernels(2)

2014-02, Dr. Skippy

A gentle introduction to the concepts of the nonlinear models with Logistic Regression and SVMs, basis expansion, smoothing kernels, kernel methods in machine learning and a hint at connections.

This session was built using:

  • Python 2.7.9
  • IPython 2.3
  • numpy 1.9
  • matplotlib 1.4
  • scikit-learn 0.15.2

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](http://nbviewer.ipython.org/github/DrSkippy/Data-Science-45min-Intros/blob/master/ml-basis-expansion-101/Basis Expansion.ipynb).