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Add SMART-weighting syntax to TfIdf #146

@JaimieMurdock

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@JaimieMurdock

Add a way to initialize the TfIdf model with the SMART naming schema, as described in Manning, Raghavan, and Schutze (2009)

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    enhancementnon-LDATag for non-LDA models, these are a lower priority for fixes

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