Repositories list

• signatory

  Public
  Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)

  C++

  •

  Apache License 2.0

  •35•2•0•0•Updated Jan 29, 2025Jan 29, 2025

• PSFDataset

  Public
  Implementation of the Path-signature-featuremethodology for creating datasets for human action recognition from landmark data.

  Python

  •

  Apache License 2.0

  •6•0•0•0•Updated Jan 28, 2025Jan 28, 2025

• nlpsig

  Public
  Package for constructing paths of embeddings obtained from transformers.

  pythonnlpnatural-language-processing+ 8deep-learningtransformerstransformerhut23large-language-modelsllmshut23-1132+ 1

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•4•5•2•Updated Jan 27, 2025Jan 27, 2025

• RoughPy

  Public
  Toolbox for working with streaming data as rough paths in Python

  C++

  •

  BSD 3-Clause "New" or "Revised" License

  •4•32•19•0•Updated Jan 15, 2025Jan 15, 2025

• signature_applications

  Public
  Example applications of path signatures

  hut23hut23-171hut23-953+ 3hut23-457hut23-1132hut23-1376

  Jupyter Notebook

  •10•37•6•0•Updated Jan 15, 2025Jan 15, 2025

• esig

  Public
  esig python package

  hut23hut23-171

  Python

  •

  GNU General Public License v3.0

  •3•44•12•0•Updated Dec 17, 2024Dec 17, 2024

• signature_mahalanobis_knn

  Public
  Methodology for anomaly detection on multivariate streams using path signatures and the variance norm.

  machine-learningtime-seriesanomaly-detection+ 6anomaly-detection-algorithmrough-pathspath-signaturetime-series-anomaly-detectionhut23-1132hut23-1376

  Jupyter Notebook

  •

  MIT License

  •3•7•1•0•Updated Dec 9, 2024Dec 9, 2024

• PyRecombine

  Public
  C++

  •

  BSD 3-Clause "New" or "Revised" License

  •0•0•1•0•Updated Oct 21, 2024Oct 21, 2024

• Recombine

  Public
  A shared C++ library for dynamic Caratheodory data simplification - has a robust and stable C interface

  C++

  •

  BSD 3-Clause "New" or "Revised" License

  •0•0•0•0•Updated Oct 18, 2024Oct 18, 2024

• pysegments

  Public
  C++

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  MIT License

  •2•3•0•0•Updated Jul 3, 2024Jul 3, 2024

• SigNova

  Public
  Python

  •2•3•0•0•Updated May 14, 2024May 14, 2024

• DatasetLoader

  Public
  A utility project to provide a convenient and consistent access to various datasets.

  Python

  •

  Apache License 2.0

  •2•0•0•0•Updated May 3, 2024May 3, 2024

• libalgebra-lite

  Public
  C++

  •

  MIT License

  •0•1•0•0•Updated Dec 11, 2023Dec 11, 2023

• path_signatures_introduction

  Public
  A Brief Introduction to Path Signatures for Machine Learning Practitioners

  Jupyter Notebook

  •

  MIT License

  •15•1•0•0•Updated Oct 10, 2023Oct 10, 2023