Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)
A high-performance Julia library for computing path signatures, log-signatures (Lyndon basis), and free tensor algebra operations.
Methodology for anomaly detection on multivariate streams using path signatures and the variance norm.
