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A ruby gem for elegant data science and machine learning

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@carlzimmerman Brought up the fact that the nearest neighbor search used for `KNNClassifier` and `KNNRegression` could be sped up. Currently it does a full scan of all points in the...

Even for a fairly small data set, `Lurn::Evaluation::ClassifierEvaluator` can take 10+ seconds to calculate precision and recall. This isn't very complicated math and should be a lot faster.

In situations where a model is being built dynamically it would be helpful to allow input of percentages for the document frequency parameters in vectorizers. This could be done manually...

enhancement

I've used yardocs in the past and thought it was easier to use than Rdoc.