rough-paths
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.
Using Nearest Neighbour-Variance Norm with Path Signatures for anomaly detection of streams