Support Vector Machine (SVM)

This is a binary SVM and is trained using the SMO algorithm.

• Reference: The Simplified SMO Algorithm
• Based on Karpathy's svm.js

This implementation is based on Cython, NumPy, and scikit-learn.

Installation

The packages Cython, numpy and scikit-learn are required. You can clone this repository and run the installation script with

sudo python setup.py install

Tests

In order to run the unit tests, you must build the Cython extension first

python setup.py build_ext --inplace

and then run nosetests.