Intro nb added
clean up and regression
preprocessor example
some more additions
revamp structure
some cleanups
more cleanups
update krr example
Merge pull request #2244 from Saurabh7/intronb

Intro nb added
LDA.cpp eigennized
used decompositions for inverse claculations in CLDA.cpp
corrected ifdefs for eigen3
SVD method added