This repo contains the implementation of both kernalised and non kernalised pegasos algorithms and have been tested on the online bill authentication dataset available at ucl machine learning website . Visualization was also done , you can look into test.py file for all the testing and visualisation part . Pagasos.py contains non kernelised version of pegasos and the kernalpegasos.py contains the kernelised part .