Time-series software developed in the Dynamics and Neural Systems Group

We are the Dynamics and Neural Systems Group (led by A/Prof Ben Fulcher) and part of Complex Systems research in the School of Physics at the University of Sydney.

We are detectives 🕵️ interested in finding patterns in time-series measured from complex time-varying systems 🔍. As part of this process, we often develop algorithms and analysis techniques that could be useful to researchers or general analysts interested in applying them on their own data.

Our group has developed three main types of software:

• Software for implementing highly comparative time-series analysis, in which a large library of scientific methods are implemented and compared.

• Feature subsets are efficiently coded (and high-performing) subsets of time-series features derived from the full set of features in hctsa.

• New types of specific time-series analysis methods developed in the group.

Highly Comparative Toolkits

Software for implementing highly comparative time-series analysis, in which a large library of scientific methods are implemented and compared.

Feature Subsets

Efficiently coded (and high-performing) subsets of time-series features derived from the full set of features in hctsa.

Time-Series Analysis Methods

Time-series analysis methods developed we've developed.