A workflow is a more complex version of a pipeline that allows for sequential behaviors. But the more general pattern is a Directed Acyclic Graph (DAG). This is what DAG providers like Airflow, ...
The main objective of this document is to explain system patterns for designing machine learning system in production. This document is not the design patterns for developing machine learning model to ...
Choudhury, Prithwiraj, Ryan Allen, and Michael G. Endres. "Machine Learning for Pattern Discovery in Management Research." Strategic Management Journal 42, no. 1 (January 2021): 30–57.
Abstract: We propose a set of compositional design patterns to describe a large variety of systems that combine statistical techniques from machine learning with symbolic techniques from knowledge ...
Researchers at the University of Toronto's Faculty of Applied Science & Engineering have used machine learning to design nano ...
Scientists have used artificial intelligence (AI) to design never-before-seen nanomaterials with the strength of carbon steel ...
The design of a recognition system requires careful attention to ... applications which are at the forefront of this exciting and challenging field. In the literature, Pattern recognition frameworks ...