bregman.application package

Subpackages

• bregman.application.distribution package
  • Subpackages
    • bregman.application.distribution.exponential_family package
      • Subpackages
      • Submodules
      • bregman.application.distribution.exponential_family.exp_family module
      • Module contents
    • bregman.application.distribution.mixture package
      • Subpackages
      • Submodules
      • bregman.application.distribution.mixture.mixture module
      • Module contents
  • Submodules
  • bregman.application.distribution.distribution module
    • DistributionManifold
      • DistributionManifold.distribution_to_point()
      • DistributionManifold.jensen_shannon_divergence()
      • DistributionManifold.kl_divergence()
      • DistributionManifold.point_to_distribution()
  • Module contents
• bregman.application.psd package
  • Submodules
  • bregman.application.psd.psd module
    • PSDDualGenerator
    • PSDManifold
    • PSDPoint
      • PSDPoint.dimension
      • PSDPoint.display()
      • PSDPoint.m
    • PSDPrimalGenerator
    • psd_data_from_matrices()
    • psd_data_to_matrices()
  • Module contents

Submodules

bregman.application.application module

class bregman.application.application.ApplicationManifold(theta_generator: Generator, eta_generator: Generator | None, display_factory_class: type[MyDisplayPoint], dimension: int)

Bases: BregmanManifold, Generic[MyDisplayPoint], ABC

Abstract application manifold type which has a third \(\lambda\)-coordinate system (ordinary).

Parameters:

display_factory_class – Constructor for display point of the application manifold.

convert_to_display(point: Point) → MyDisplayPoint

Convert a point to a display point.

Parameters:

point – Point to be converted.

Returns:

Equivalent point of DisplayPoint type of the specific application manifold.

Module contents