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Machine-Learning_in_python

Machine learning examples in python python programming. This is based on book Machine learning in action.

Supervised Learning

Classification

  1. K Nearest Neighbours:
    • kNN.py contains classification algorithm.
    • datating site classification.
    • number recognition(0-9).
  2. Desicion Trees:
    • bayes.py contains algorithm.
    • tree.py and treeplotter.py contains code to create tree and plot it to visualise tree easily.
    • Lens prescription example.
  3. Naive Bayes:
    • bayes.py contains algorithm for calculating probabilities, classification, RSS feed classifier.
    • Dog blog comments abusive or not example.