Welcome to pydiffmap

This is the home of the documentation for pyDiffMap, an open-source project to develop a robust and accessible diffusion map code for public use. Code can be found on our github page. Our documentation is currently under construction, please bear with us.

Contents

• Overview
  • Installation
  • Documentation
  • Development
• Installation
• Theory
• Usage
• Jupyter notebook tutorials
  • The classic swiss roll data set
  • Spherical Harmonics
  • 2D Four-well potential
  • Diffusion maps with general metric
• Reference
  • diffusion_map
  • kernel
  • visualization
• Contributing
  • Bug reports
  • Documentation improvements
  • Feature requests and feedback
  • Development
• Authors
• Acknowledgements
• Changelog
  • 0.2.0.1 (2019-02-04)
  • 0.2.0 (2019-02-01)
  • 0.1.0 (2017-12-06)
  • 0.1.0 (2017-12-06)

Indices and tables

• Index
• Module Index
• Search Page