Workflow management systems (WMS) provide a robust solution for automating and ensuring the reproducibility of scientific and engineering experiments. However, reproducing machine learning (ML) ...

Machine learning workflow platforms are growing rapidly. However, for developers, developing a machine learning workflow from scratch involves tedious and error-prone tasks such as component ...

This leading textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as ...