Skeletal LWLR implementation
----------------------------

                 Key: MAHOUT-24
                 URL: https://issues.apache.org/jira/browse/MAHOUT-24
             Project: Mahout
          Issue Type: New Feature
         Environment: n/a
            Reporter: Samee Zahur


This is a very skeletal but functional implementation for LWLR. It outputs n 
lines where n is the number of dimensions. ith line = sum(x[i]*x[ind]) where 
ind is the index of independant variable. So the actual gradient = 2nd line/1st 
line for the classical 2D.
Contains a single small test case for demonstration.

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