data-depth: python library for data depth#

Introduction#

• Presentation
  • Abstract
  • General description of the library
  • Specifications
  • Installation
  • References

Contents#

• Data-depth
  • Depth in Euclidean space (multivariate depth)
  • Depth(-based) visualization
• Examples using data-depth library
  • Aprojection depth
  • Beta skeleton depth
  • Continuous explected convex hull depth
  • Continuous modified explected convex hull depth
  • Geometrical depth
  • Halfspace depth
  • L2 depth
  • Mahalanobis depth
  • Potential depth
  • Projection depth
  • Convex hull peeling depth
  • Simplicial depth
  • Simplicial Volume depth
  • Spatial depth
  • Zonoid depth
  • Cuda application for halfspace, projection and asymmectric projection depth
  • Depth contour visualization
  • Data depth computation for multiple distributions

Credits#

• Credits
  • Contributors

License#

• License

Indices and tables#

• Module Index