Confining topics to a bin or convex hull as an alternate to routing

[CP500]

This approach involves utilizing a set of non-linear 1-dimensional projections to ascertain the relevance of a given item, aiming to confine it within specific bins or a convex hull. As an alternate to the cosine distance.

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Project coverage is 84.63%. Comparing base (bad9d46) to head (c5210e5).

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[andreped]

Oh, this is really nice, @CP500! I was just now looking into proposing a better way to classify user questions to routes and this looks like a cool idea. Any thoughts, @bruvduroiu and @jamescalam?

[CP500]

@andreped you can also use this method as a scalar scoring/ ranking function if you had a few good and bad examples.