RoughPy user guide

This guide is an overview and explains the important features; details are found in RoughPy reference.

Getting started

• What is RoughPy?
• Installation
• RoughPy: the absolute basics for beginners

Fundamentals and usage

• RoughPy fundamentals
  • Contexts
  • Streams
  • Intervals
  • Free Tensors
  • Shuffle Tensors
  • Lies
• RoughPy tutorials
  • Logsignature example
  • Controlled Neural Differential Equations - Time Series Classification
  • Path Signatures for Drone Identification using \(\texttt{esig}\)
  • Path Signature Methodology for Landmark-based Human Action Recognition
  • Path Signatures for Handwritten Digit Classification Using Esig
  • Path Signatures for Natural Language Processing
  • Path Signatures for Early Sepsis Detection

Advanced usage

• Building from source
• Literature references