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This contains my code used for CS7641 course for machine learning. Various pieces of code were taken from INRA (MDP toolbox) with edited ABAGAIL and ml code from https://github.com/pushkar.

Toolset used

Supervised Learning

R - see readme for dependencies

Randomized Optimization

  • Matlab
  • Java (ABAGAIL)
  • Jython/Python
  • R

Unsupervised Learning

  • R - see readme for dependencies

Markov Decision Process

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Machine Learning code for CS7641

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  • Java 63.8%
  • R 22.8%
  • MATLAB 7.5%
  • Python 4.9%
  • Other 1.0%