SignatureTensors.jl: A Package for Signature Tensors in Julia
Gabriel Riffo, Leonard Schmitz
TL;DR
SignatureTensors.jl is a Julia package that efficiently computes signature tensors of paths, integrating with OSCAR for exact and numerical calculations, demonstrated through illustrative examples.
Contribution
The paper introduces SignatureTensors.jl, a novel Julia package for signature tensor computation with OSCAR integration, enhancing capabilities for path analysis.
Findings
Enables exact and numerical signature tensor computations in Julia.
Demonstrates practical use cases with illustrative examples.
Integrates with OSCAR for enhanced algebraic capabilities.
Abstract
We introduce SignatureTensors.jl, a new package for computing signature tensors of paths in julia. We present its core functionality and demonstrate its use through illustrative examples. The package is compatible with the computer algebra system OSCAR, enabling both exact and numerical computations with signatures.
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