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That's cool and stuff, but why do I have to write Java?

You don't have to. I use mahout from Clojure, not a single line of Java needs to be written.

Then you have two problems... I kid.

Because you want to write in the language the software was written.

It's software for everyone, as long as they are people who want to write Java.