pyemgpipeline Documentation

pyemgpipeline is an electromyography (EMG) signal processing pipeline package. It implements internationally accepted EMG processing conventions and provides a high-level interface for ensuring user adherence to those conventions, in terms of (1) processing parameter values, (2) processing steps, and (3) processing step order. It is suitable for both surface EMG and intramuscular EMG.

Within this package, class DataProcessingManager is designed for high-level, guided processing, and users are encouraged to use it to adhere to accepted EMG processing conventions.

The source code is available in the GitHub repository.

Contents

• Installation
• Quick Start
  • Input data format
  • Demo code
• Examples
  • Example 0 - Input data description
  • Example 1 - Single EMG measurement definition and processing (using lower limb data)
  • Example 2 - Multiple EMG measurement definition and processing (using lower limb data)
  • Example 3 - High-level, guided processing (using gesture data)
  • Example 4 - High-level, guided processing (using knee osteoarthritis therapy data)
• API
  • pyemgpipeline.plots
  • pyemgpipeline.processors
  • pyemgpipeline.wrappers