Startup / Overview
Finding meaningful structures in data is much easier with the right tool and perspective. At L2F we use topology – the mathematics of shape – to unlock the secret connections hidden behind complex AI algorithms.
Our library Giotto integrates topological data analysis into standard machine learning pipelines, revealing hidden structures in data and creating novel geometric features. Giotto is already showing high potential in numerous applications such as stock markets prediction, the study of brain connectivity, and the analysis of social networks on which dynamical processes, like disease spreading or opinion formation, occur.
We are constantly working on improving Giotto by adding new tools. Currently, we focus on the implementation of user-friendly time series forecasting, constrained optimization and decision theory and interface for machine learning and numerical analysis.
Startup / Connect
Neural Concept Shape (NCS) is the commercial and industrial implementation of a software package developed at EPFL’s computer vision laboratory over the last 4 years. NCS is the first Deep-Learning software specifically tailored for Computer Assisted Engineering application.Booth #101
We are engineers and data scientists on a mission to democratize the use of machine learning in the industry.Booth #102