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Nice simple and complete example of how to implement collaborative filtering using the Mahout Java library.
Conveniently-formatted data files with Wikipedia page linking data. It is a bit out of date, but still good for testing algorithms.
Nice clear article explaining the theory and practice behind naive Bayes.
Interesting framework for machine learning using Scala
Machine learning applications and components, including the ancestor of Siri.
Google has opened up their machine learning algorithms via an API.
A new clustering algorithm that claims to be much faster than existing clustering algorithms while still producing very good results. Unlike K-Means it does not require the number of clusters to be given a priori.
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