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ValueError: Input contains NaN, infinity or a value too large for dtype('float32')

> You may be using the sklearn package incorrectly; you'll 
> have to read the (apparently quite prolific) documentation yourself, 
> I've never used it.
> -- 
> Rhodri James *-* Kynesim Ltd

So why would you try to answer it?  I have the same issue but there are no NaN, infinites, negative infinites or large values.