We still need to port more examples to the new system: #3555 #3580 In general, we want to use the new API Shogun wide, while cleaning up SWIG interfaces (as for example done in #4462 ) #4463 Using linalg everywhere in Shogun: #2747 Make use of the new progress bar #3889 Increase Shogun's benchmark coverage #3054 #4046