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Is there a recommendation engine for python similar to Java Taste?
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I haven't found much that runs natively in python, but someone created python wrappers for SUGGEST, which looks like a solid program.
SUGGEST overview
python wrappers
Since python is still fairly slow when compared to C or Java, using wrappers will probably improve performance.