Modern hardware is multi-core. It is crucial for Python to provide high-performance parallelism. This talk will expose to both data-scientists and library developers the current state of affairs and ...

Second parallel and distributed computing of SVM for incremental dataset to show significant enhancement in the computation time. We apply parallel Cascade and Distributed SVM to various real-world ...

Abstract: The Support Vector Machine (SVM) is a popular classification algorithm and is known for its generalization properties in machine learning. In this paper, we propose parallel implementation ...