pyBregMan
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  • bregman package
    • Subpackages
      • bregman.application package
        • Subpackages
          • bregman.application.distribution package
            • Subpackages
              • bregman.application.distribution.exponential_family package
                • Subpackages
                  • bregman.application.distribution.exponential_family.categorical package
                    • Submodules
                    • bregman.application.distribution.exponential_family.categorical.categorical module
                      • CategoricalManifold
                        • CategoricalManifold.point_to_mixture_point()
                        • CategoricalManifold.set_categories()
                        • CategoricalManifold.to_discrete_mixture_manifold()
                      • NumberOfCategoriesMissMatch
                    • Module contents
                  • bregman.application.distribution.exponential_family.gaussian package
                    • Submodules
                    • bregman.application.distribution.exponential_family.gaussian.dissimilarity module
                      • GaussianFisherRaoDistance
                        • GaussianFisherRaoDistance.jeffreys_divergence
                        • GaussianFisherRaoDistance.dissimilarity()
                      • isometric_SPD_embedding_calvo_oller()
                      • scaled_riemannian_SPD_distance()
                    • bregman.application.distribution.exponential_family.gaussian.gaussian module
                      • GaussianDistribution
                        • GaussianDistribution.dimension
                        • GaussianDistribution.F()
                        • GaussianDistribution.k()
                        • GaussianDistribution.t()
                      • GaussianDualGenerator
                      • GaussianManifold
                        • GaussianManifold.input_dimension
                        • GaussianManifold.distribution_to_point()
                        • GaussianManifold.point_to_distribution()
                      • GaussianPoint
                        • GaussianPoint.Sigma
                        • GaussianPoint.dimension
                        • GaussianPoint.display()
                        • GaussianPoint.mu
                      • GaussianPrimalGenerator
                      • UnivariateGaussianDistribution
                        • UnivariateGaussianDistribution.F()
                        • UnivariateGaussianDistribution.k()
                        • UnivariateGaussianDistribution.t()
                    • bregman.application.distribution.exponential_family.gaussian.geodesic module
                      • EriksenIVPGeodesic
                        • EriksenIVPGeodesic.dest_mu
                        • EriksenIVPGeodesic.dest_Sigma
                        • EriksenIVPGeodesic.dim
                        • EriksenIVPGeodesic.path()
                      • FisherRaoKobayashiGeodesic
                        • FisherRaoKobayashiGeodesic.source_mu
                        • FisherRaoKobayashiGeodesic.source_Sigma
                        • FisherRaoKobayashiGeodesic.dest_mu
                        • FisherRaoKobayashiGeodesic.dest_Sigma
                        • FisherRaoKobayashiGeodesic.dim
                        • FisherRaoKobayashiGeodesic.path()
                      • real_fractional_matrix_power()
                    • Module contents
                  • bregman.application.distribution.exponential_family.multinomial package
                    • Submodules
                    • bregman.application.distribution.exponential_family.multinomial.dissimilarity module
                      • FisherRaoMultinomialDistance
                        • FisherRaoMultinomialDistance.dissimilarity()
                    • bregman.application.distribution.exponential_family.multinomial.geodesic module
                      • FisherRaoMultinomialGeodesic
                        • FisherRaoMultinomialGeodesic.src_dest_dist
                        • FisherRaoMultinomialGeodesic.f
                        • FisherRaoMultinomialGeodesic.path()
                    • bregman.application.distribution.exponential_family.multinomial.multinomial module
                      • MultinomialDistribution
                        • MultinomialDistribution.F()
                        • MultinomialDistribution.k()
                        • MultinomialDistribution.t()
                      • MultinomialDualGenerator
                      • MultinomialManifold
                        • MultinomialManifold.distribution_to_point()
                        • MultinomialManifold.point_to_distribution()
                      • MultinomialPoint
                        • MultinomialPoint.display()
                      • MultinomialPrimalGenerator
                    • Module contents
                • Submodules
                • bregman.application.distribution.exponential_family.exp_family module
                  • ExponentialFamilyDistribution
                    • ExponentialFamilyDistribution.F()
                    • ExponentialFamilyDistribution.k()
                    • ExponentialFamilyDistribution.pdf()
                    • ExponentialFamilyDistribution.t()
                  • ExponentialFamilyManifold
                    • ExponentialFamilyManifold.kl_divergence()
                    • ExponentialFamilyManifold.t()
                • Module contents
              • bregman.application.distribution.mixture package
                • Subpackages
                  • bregman.application.distribution.mixture.discrete_mixture package
                    • Submodules
                    • bregman.application.distribution.mixture.discrete_mixture.discrete_mixture module
                      • DeltaDistribution
                        • DeltaDistribution.pdf()
                      • DiscreteMixtureManifold
                        • DiscreteMixtureManifold.point_to_categorical_point()
                        • DiscreteMixtureManifold.to_categorical_manifold()
                    • Module contents
                  • bregman.application.distribution.mixture.ef_mixture package
                    • Submodules
                    • bregman.application.distribution.mixture.ef_mixture.ef_mixture module
                      • EFMixtureManifold
                        • EFMixtureManifold.weight_distributions_to_distribution()
                    • Module contents
                • Submodules
                • bregman.application.distribution.mixture.mixture module
                  • MixingDimensionMissMatch
                  • MixtureDistribution
                    • MixtureDistribution.weights
                    • MixtureDistribution.distributions
                    • MixtureDistribution.pdf()
                  • MixtureManifold
                    • MixtureManifold.distributions
                    • MixtureManifold.distribution_to_point()
                    • MixtureManifold.jensen_shannon_divergence()
                    • MixtureManifold.kl_divergence()
                    • MixtureManifold.point_to_distribution()
                    • MixtureManifold.set_distributions()
                  • MixturePoint
                    • MixturePoint.display()
                • 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
          • ApplicationManifold
            • ApplicationManifold.convert_to_display()
        • Module contents
      • bregman.ball package
        • Submodules
        • bregman.ball.base module
          • Ball
            • Ball.is_in()
            • Ball.parametrized_curve()
        • bregman.ball.bregman module
          • BregmanBall
            • BregmanBall.is_in()
          • bregman_badoiu_clarkson()
        • bregman.ball.parameterized module
          • KL2DBregmanBallCurve
            • KL2DBregmanBallCurve.path()
        • Module contents
      • bregman.barycenter package
        • Submodules
        • bregman.barycenter.base module
          • ApproxBarycenter
            • ApproxBarycenter.barycenter()
          • Barycenter
            • Barycenter.barycenter()
        • bregman.barycenter.bregman module
          • BregmanBarycenter
            • BregmanBarycenter.barycenter()
          • DualApproxBarycenter
          • DualBarycenter
          • SkewBurbeaRaoBarycenter
            • SkewBurbeaRaoBarycenter.barycenter()
        • Module contents
      • bregman.dissimilarity package
        • Submodules
        • bregman.dissimilarity.base module
          • ApproxDissimilarity
            • ApproxDissimilarity.dissimilarity()
          • Dissimilarity
            • Dissimilarity.dissimilarity()
        • bregman.dissimilarity.bregman module
          • BregmanDivergence
            • BregmanDivergence.dissimilarity()
          • ChernoffInformation
            • ChernoffInformation.chernoff_point()
            • ChernoffInformation.dissimilarity()
          • DualApproxDissimilarity
          • DualDissimilarity
          • JeffreysDivergence
            • JeffreysDivergence.dissimilarity()
          • SkewBurbeaRaoDivergence
            • SkewBurbeaRaoDivergence.dissimilarity()
          • SkewJensenBregmanDivergence
            • SkewJensenBregmanDivergence.dissimilarity()
        • Module contents
      • bregman.manifold package
        • Submodules
        • bregman.manifold.bisector module
          • Bisector
            • Bisector.bisect_proj_point()
            • Bisector.shift()
          • BregmanBisector
            • BregmanBisector.bisect_proj_point()
            • BregmanBisector.shift()
        • bregman.manifold.connection module
          • Connection
            • Connection.christoffel_first_kind()
            • Connection.cubic()
            • Connection.metric()
          • FlatConnection
            • FlatConnection.christoffel_first_kind()
            • FlatConnection.cubic()
            • FlatConnection.metric()
        • bregman.manifold.coordinate module
          • Atlas
            • Atlas.add_coords()
            • Atlas.add_transition()
            • Atlas.convert_coord()
          • UnrecordedCoordConversion
          • UnrecordedCoordType
        • bregman.manifold.generator module
          • AutoDiffGenerator
            • AutoDiffGenerator.F()
            • AutoDiffGenerator.grad()
            • AutoDiffGenerator.hess()
          • Generator
            • Generator.F()
            • Generator.bregman_divergence()
            • Generator.grad()
            • Generator.hess()
        • bregman.manifold.geodesic module
          • BregmanGeodesic
            • BregmanGeodesic.path()
          • Geodesic
        • bregman.manifold.manifold module
          • BregmanManifold
            • BregmanManifold.bregman_connection()
            • BregmanManifold.bregman_generator()
            • BregmanManifold.convert_coord()
          • EtaGeneratorNotAssigned
        • Module contents
      • bregman.object package
        • Submodules
        • bregman.object.distribution module
          • Distribution
            • Distribution.pdf()
        • Module contents
      • bregman.visualizer package
        • Subpackages
          • bregman.visualizer.matplotlib package
            • Submodules
            • bregman.visualizer.matplotlib.callback module
              • Visualize2DTissotIndicatrix
                • Visualize2DTissotIndicatrix.call()
              • VisualizeGaussian2DCovariancePoints
                • VisualizeGaussian2DCovariancePoints.call()
            • bregman.visualizer.matplotlib.matplotlib module
              • DataLim
                • DataLim.coords
                • DataLim.xmax
                • DataLim.xmin
                • DataLim.ymax
                • DataLim.ymin
              • MatplotlibVisualizer
                • MatplotlibVisualizer.animate_geodesic()
                • MatplotlibVisualizer.calculate_lims()
                • MatplotlibVisualizer.plot_bisector()
                • MatplotlibVisualizer.plot_geodesic()
                • MatplotlibVisualizer.plot_point()
                • MatplotlibVisualizer.save()
                • MatplotlibVisualizer.visualize()
            • Module contents
        • Submodules
        • bregman.visualizer.visualizer module
          • BregmanVisualizer
            • BregmanVisualizer.add_callback()
            • BregmanVisualizer.animate_geodesic()
            • BregmanVisualizer.animate_object()
            • BregmanVisualizer.plot_bisector()
            • BregmanVisualizer.plot_geodesic()
            • BregmanVisualizer.plot_object()
            • BregmanVisualizer.plot_point()
            • BregmanVisualizer.run_callbacks()
            • BregmanVisualizer.visualize()
          • NoAnimationRoutine
          • NoPlottingRoutine
          • VisualizerCallback
            • VisualizerCallback.call()
        • Module contents
    • Submodules
    • bregman.base module
      • BregmanObject
      • CoordObject
        • CoordObject.coords
      • Coords
        • Coords.coords_name
      • Curve
        • Curve.path()
      • DisplayPoint
        • DisplayPoint.display()
      • DualCoords
        • DualCoords.ETA
        • DualCoords.THETA
        • DualCoords.dual()
      • Point
        • Point.data
    • bregman.constants module
    • Module contents
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