Re: [scikit-learn] Custom kernel for PLS Regression (using NIPALS algorithm)

2018-03-09 Thread SJ JV
Hi Betrand Thanks for the reply. Well, what i have is n correlation matrices of the brain (n is the number of participants in the study). The simplest kernel computes the dot product between the n matrices. The kernel is further optimized using the NIPALS algorithm (as in Rosipal, Trejo 2002) The

Re: [scikit-learn] Custom kernel for PLS Regression (using NIPALS algorithm)

2018-03-08 Thread bthirion
No this does not exist. It may be a good addition to the library, but could you elaborate a bit on the use-case ? A workaround to this could be to provide PLS Regression a feature representation that implictily embodies the kernel similarity. Accoding to the chosen kernel, this can be easy or