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[demo] Add an option for word hashing vocab and optimize Sparse Neare…
…st Centroid Classifier (#91) * demo: Clarify some pages. * demo: Support MurmurHash3 for word encoding. Resolves #88 * demo/perceptron: Support adding sparse features. * demo/ncc: Start to support sparse features.
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