Update cosine_sim implementation #43
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Had an absolute value so the cosine similarity would always be positive, removed that...
Also, don't know why
normalize=Falseis the default, I thinknormalize=Trueis a better default. If you are not normalized, you need it to be, and if it is already normalized to a unit vector, it shouldn't do anything, right? sonormalize=Truesounds like a better default to me...