Deep learning on graph structured data-By Habibah, PhD

Описание: I am a computer scientist with extensive training in machine learning and data science. I am a Research Engineer at CSIRO (Commonwealth Scientific and Industrial Research Organisation)’s Data61 business unit. I have been part of a team responsible for building deep learning and machine learning methods for graph structured data. We have implemented StellarGraph (https: //github.com/stellargraph/stellargraph), an open source python library, of state–of–the–art algorithms for applying machine learning methods to discover patterns and answer questions using graph-structured data. Currently, I am working on tracking objects with deformable features project that performs tracking by detection over time using a combination of image detection and graph optimization and graph machine learning techniques.