Current implementation of SRM could be enhanced when the number of subjects and sessions are big.
Our experiments show that our implementation is more memory-efficient and faster while having similar accuracy (measured with test R2 reconstruction error) than ProbSRM .
I have a PR ready for this. If you think it is interesting please let me know.
Best,
Hugo RICHARD