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Ensemble Methods

Principal Components Analysis

eigen_example.py example of using principal components analysis. Corresponds to online tutorial.

Neural Networks

Backpropagation

Kohonen Self-Organizing Map

Hopfield Autoassociative attractor network

Collaborative Filtering

recommendations.py

deliciousrec.py

utilities.py (evolving!)

generatefeedvector.py

Updated feedlist.py

Examples from Collective Intelligence book available for download