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.