All - I am trying to find difference between two pdfs i.e. density functions. I found one way to do it was using least-squares density difference estimation (https://papers.nips.cc/paper/4641-density-difference-estimation.pdf).

http://www.ms.k.u-tokyo.ac.jp/software.html#LSDD

Any suggestions on methods used for difference between two distribution functions.