About GMLG

We are a research team part of the Advanced Learning and Research Institute (ALaRI) at Università della Svizzera italiana, Lugano, Switzerland. The group is led by Prof. Cesare Alippi.

See the rest of our team here.

Research

Our research focuses on machine learning on graphs, non-stationary and evolving environments, and dynamical systems. Applications cover neuroscience, power grids, chemistry, dynamical systems, among many others.

See the complete list of our publications here:

Open Source

Our group is active in open source software development and we maintain several Python libraries based on our research.

  • Spektral

    A library for building graph neural networks in Keras and Tensorflow.

  • CDG

    A Python library for detecting changes in stationarity in sequences of graphs.

  • DTS

    A Keras library that provides multiple deep architectures for multi-step time-series forecasting.

The development of Spektral and CDG was supported by project ALPSFORT (200021 172671) of the Swiss National Science Foundation.