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Examples
Getting Started
Tutorials
Grid geometry
Sinkhorn in all flavors
OTT vs. POT
Sinkhorn Divergence Hessians
Low-Rank Sinkhorn
Sinkhorn Barycenters
Fitting pairs of coupled GMMs
Wasserstein Barycenters of Gaussian Mixture Models
Soft Sorting
Fairness regularizers
Single-cell genomics
Gromov-Wasserstein
Low-Rank Gromov-Wasserstein
Gromov-Wasserstein for multi-omics
ICNN Dual Solver
Initialization Schemes for Input Convex Neural Network
Meta OT and Sinkhorn Initializers
API
ott.geometry package
ott.geometry.geometry.Geometry
ott.geometry.geometry.Geometry.apply_cost
ott.geometry.geometry.Geometry.apply_kernel
ott.geometry.geometry.Geometry.apply_lse_kernel
ott.geometry.geometry.Geometry.apply_square_cost
ott.geometry.geometry.Geometry.apply_transport_from_potentials
ott.geometry.geometry.Geometry.apply_transport_from_scalings
ott.geometry.geometry.Geometry.copy_epsilon
ott.geometry.geometry.Geometry.marginal_from_potentials
ott.geometry.geometry.Geometry.marginal_from_scalings
ott.geometry.geometry.Geometry.mask
ott.geometry.geometry.Geometry.potential_from_scaling
ott.geometry.geometry.Geometry.prepare_divergences
ott.geometry.geometry.Geometry.scaling_from_potential
ott.geometry.geometry.Geometry.subset
ott.geometry.geometry.Geometry.to_LRCGeometry
ott.geometry.geometry.Geometry.transport_from_potentials
ott.geometry.geometry.Geometry.transport_from_scalings
ott.geometry.geometry.Geometry.update_potential
ott.geometry.geometry.Geometry.update_scaling
ott.geometry.geometry.Geometry.can_LRC
ott.geometry.geometry.Geometry.cost_matrix
ott.geometry.geometry.Geometry.cost_rank
ott.geometry.geometry.Geometry.dtype
ott.geometry.geometry.Geometry.epsilon
ott.geometry.geometry.Geometry.inv_scale_cost
ott.geometry.geometry.Geometry.is_online
ott.geometry.geometry.Geometry.is_squared_euclidean
ott.geometry.geometry.Geometry.is_symmetric
ott.geometry.geometry.Geometry.kernel_matrix
ott.geometry.geometry.Geometry.mean_cost_matrix
ott.geometry.geometry.Geometry.median_cost_matrix
ott.geometry.geometry.Geometry.scale_epsilon
ott.geometry.geometry.Geometry.shape
ott.geometry.geometry.Geometry.src_mask
ott.geometry.geometry.Geometry.tgt_mask
ott.geometry.pointcloud.PointCloud
ott.geometry.pointcloud.PointCloud.apply_cost
ott.geometry.pointcloud.PointCloud.apply_kernel
ott.geometry.pointcloud.PointCloud.apply_lse_kernel
ott.geometry.pointcloud.PointCloud.apply_square_cost
ott.geometry.pointcloud.PointCloud.apply_transport_from_potentials
ott.geometry.pointcloud.PointCloud.apply_transport_from_scalings
ott.geometry.pointcloud.PointCloud.barycenter
ott.geometry.pointcloud.PointCloud.copy_epsilon
ott.geometry.pointcloud.PointCloud.marginal_from_potentials
ott.geometry.pointcloud.PointCloud.marginal_from_scalings
ott.geometry.pointcloud.PointCloud.mask
ott.geometry.pointcloud.PointCloud.potential_from_scaling
ott.geometry.pointcloud.PointCloud.prepare_divergences
ott.geometry.pointcloud.PointCloud.scaling_from_potential
ott.geometry.pointcloud.PointCloud.subset
ott.geometry.pointcloud.PointCloud.to_LRCGeometry
ott.geometry.pointcloud.PointCloud.transport_from_potentials
ott.geometry.pointcloud.PointCloud.transport_from_scalings
ott.geometry.pointcloud.PointCloud.update_potential
ott.geometry.pointcloud.PointCloud.update_scaling
ott.geometry.pointcloud.PointCloud.vec_apply_cost
ott.geometry.pointcloud.PointCloud.batch_size
ott.geometry.pointcloud.PointCloud.can_LRC
ott.geometry.pointcloud.PointCloud.cost_matrix
ott.geometry.pointcloud.PointCloud.cost_rank
ott.geometry.pointcloud.PointCloud.dtype
ott.geometry.pointcloud.PointCloud.epsilon
ott.geometry.pointcloud.PointCloud.inv_scale_cost
ott.geometry.pointcloud.PointCloud.is_online
ott.geometry.pointcloud.PointCloud.is_squared_euclidean
ott.geometry.pointcloud.PointCloud.is_symmetric
ott.geometry.pointcloud.PointCloud.kernel_matrix
ott.geometry.pointcloud.PointCloud.mean_cost_matrix
ott.geometry.pointcloud.PointCloud.median_cost_matrix
ott.geometry.pointcloud.PointCloud.scale_epsilon
ott.geometry.pointcloud.PointCloud.shape
ott.geometry.pointcloud.PointCloud.src_mask
ott.geometry.pointcloud.PointCloud.tgt_mask
ott.geometry.grid.Grid
ott.geometry.grid.Grid.apply_cost
ott.geometry.grid.Grid.apply_kernel
ott.geometry.grid.Grid.apply_lse_kernel
ott.geometry.grid.Grid.apply_square_cost
ott.geometry.grid.Grid.apply_transport_from_potentials
ott.geometry.grid.Grid.apply_transport_from_scalings
ott.geometry.grid.Grid.copy_epsilon
ott.geometry.grid.Grid.marginal_from_potentials
ott.geometry.grid.Grid.marginal_from_scalings
ott.geometry.grid.Grid.mask
ott.geometry.grid.Grid.potential_from_scaling
ott.geometry.grid.Grid.prepare_divergences
ott.geometry.grid.Grid.scaling_from_potential
ott.geometry.grid.Grid.subset
ott.geometry.grid.Grid.to_LRCGeometry
ott.geometry.grid.Grid.transport_from_potentials
ott.geometry.grid.Grid.transport_from_scalings
ott.geometry.grid.Grid.update_potential
ott.geometry.grid.Grid.update_scaling
ott.geometry.grid.Grid.can_LRC
ott.geometry.grid.Grid.cost_matrix
ott.geometry.grid.Grid.cost_rank
ott.geometry.grid.Grid.dtype
ott.geometry.grid.Grid.epsilon
ott.geometry.grid.Grid.geometries
ott.geometry.grid.Grid.inv_scale_cost
ott.geometry.grid.Grid.is_online
ott.geometry.grid.Grid.is_squared_euclidean
ott.geometry.grid.Grid.is_symmetric
ott.geometry.grid.Grid.kernel_matrix
ott.geometry.grid.Grid.mean_cost_matrix
ott.geometry.grid.Grid.median_cost_matrix
ott.geometry.grid.Grid.scale_epsilon
ott.geometry.grid.Grid.shape
ott.geometry.grid.Grid.src_mask
ott.geometry.grid.Grid.tgt_mask
ott.geometry.graph.Graph
ott.geometry.graph.Graph.apply_cost
ott.geometry.graph.Graph.apply_kernel
ott.geometry.graph.Graph.apply_lse_kernel
ott.geometry.graph.Graph.apply_square_cost
ott.geometry.graph.Graph.apply_transport_from_potentials
ott.geometry.graph.Graph.apply_transport_from_scalings
ott.geometry.graph.Graph.copy_epsilon
ott.geometry.graph.Graph.marginal_from_potentials
ott.geometry.graph.Graph.marginal_from_scalings
ott.geometry.graph.Graph.mask
ott.geometry.graph.Graph.potential_from_scaling
ott.geometry.graph.Graph.prepare_divergences
ott.geometry.graph.Graph.scaling_from_potential
ott.geometry.graph.Graph.subset
ott.geometry.graph.Graph.to_LRCGeometry
ott.geometry.graph.Graph.transport_from_potentials
ott.geometry.graph.Graph.transport_from_scalings
ott.geometry.graph.Graph.update_potential
ott.geometry.graph.Graph.update_scaling
ott.geometry.graph.Graph.can_LRC
ott.geometry.graph.Graph.cost_matrix
ott.geometry.graph.Graph.cost_rank
ott.geometry.graph.Graph.dtype
ott.geometry.graph.Graph.epsilon
ott.geometry.graph.Graph.graph
ott.geometry.graph.Graph.inv_scale_cost
ott.geometry.graph.Graph.is_online
ott.geometry.graph.Graph.is_sparse
ott.geometry.graph.Graph.is_squared_euclidean
ott.geometry.graph.Graph.is_symmetric
ott.geometry.graph.Graph.kernel_matrix
ott.geometry.graph.Graph.laplacian
ott.geometry.graph.Graph.mean_cost_matrix
ott.geometry.graph.Graph.median_cost_matrix
ott.geometry.graph.Graph.scale_epsilon
ott.geometry.graph.Graph.shape
ott.geometry.graph.Graph.solver
ott.geometry.graph.Graph.src_mask
ott.geometry.graph.Graph.t
ott.geometry.graph.Graph.tgt_mask
ott.geometry.low_rank.LRCGeometry
ott.geometry.low_rank.LRCGeometry.apply_cost
ott.geometry.low_rank.LRCGeometry.apply_kernel
ott.geometry.low_rank.LRCGeometry.apply_lse_kernel
ott.geometry.low_rank.LRCGeometry.apply_square_cost
ott.geometry.low_rank.LRCGeometry.apply_transport_from_potentials
ott.geometry.low_rank.LRCGeometry.apply_transport_from_scalings
ott.geometry.low_rank.LRCGeometry.compute_max_cost
ott.geometry.low_rank.LRCGeometry.copy_epsilon
ott.geometry.low_rank.LRCGeometry.marginal_from_potentials
ott.geometry.low_rank.LRCGeometry.marginal_from_scalings
ott.geometry.low_rank.LRCGeometry.mask
ott.geometry.low_rank.LRCGeometry.potential_from_scaling
ott.geometry.low_rank.LRCGeometry.prepare_divergences
ott.geometry.low_rank.LRCGeometry.scaling_from_potential
ott.geometry.low_rank.LRCGeometry.subset
ott.geometry.low_rank.LRCGeometry.to_LRCGeometry
ott.geometry.low_rank.LRCGeometry.transport_from_potentials
ott.geometry.low_rank.LRCGeometry.transport_from_scalings
ott.geometry.low_rank.LRCGeometry.update_potential
ott.geometry.low_rank.LRCGeometry.update_scaling
ott.geometry.low_rank.LRCGeometry.bias
ott.geometry.low_rank.LRCGeometry.can_LRC
ott.geometry.low_rank.LRCGeometry.cost_1
ott.geometry.low_rank.LRCGeometry.cost_2
ott.geometry.low_rank.LRCGeometry.cost_matrix
ott.geometry.low_rank.LRCGeometry.cost_rank
ott.geometry.low_rank.LRCGeometry.dtype
ott.geometry.low_rank.LRCGeometry.epsilon
ott.geometry.low_rank.LRCGeometry.inv_scale_cost
ott.geometry.low_rank.LRCGeometry.is_online
ott.geometry.low_rank.LRCGeometry.is_squared_euclidean
ott.geometry.low_rank.LRCGeometry.is_symmetric
ott.geometry.low_rank.LRCGeometry.kernel_matrix
ott.geometry.low_rank.LRCGeometry.mean_cost_matrix
ott.geometry.low_rank.LRCGeometry.median_cost_matrix
ott.geometry.low_rank.LRCGeometry.scale_epsilon
ott.geometry.low_rank.LRCGeometry.shape
ott.geometry.low_rank.LRCGeometry.src_mask
ott.geometry.low_rank.LRCGeometry.tgt_mask
ott.geometry.epsilon_scheduler.Epsilon
ott.geometry.epsilon_scheduler.Epsilon.at
ott.geometry.epsilon_scheduler.Epsilon.done
ott.geometry.epsilon_scheduler.Epsilon.done_at
ott.geometry.epsilon_scheduler.Epsilon.make
ott.geometry.epsilon_scheduler.Epsilon.target
ott.geometry.costs.CostFn
ott.geometry.costs.CostFn.all_pairs
ott.geometry.costs.CostFn.all_pairs_pairwise
ott.geometry.costs.CostFn.barycenter
ott.geometry.costs.CostFn.pairwise
ott.geometry.costs.CostFn.norm
ott.geometry.costs.TICost
ott.geometry.costs.TICost.all_pairs
ott.geometry.costs.TICost.all_pairs_pairwise
ott.geometry.costs.TICost.barycenter
ott.geometry.costs.TICost.h
ott.geometry.costs.TICost.h_legendre
ott.geometry.costs.TICost.pairwise
ott.geometry.costs.TICost.norm
ott.geometry.costs.SqPNorm
ott.geometry.costs.SqPNorm.all_pairs
ott.geometry.costs.SqPNorm.all_pairs_pairwise
ott.geometry.costs.SqPNorm.barycenter
ott.geometry.costs.SqPNorm.h
ott.geometry.costs.SqPNorm.h_legendre
ott.geometry.costs.SqPNorm.pairwise
ott.geometry.costs.SqPNorm.norm
ott.geometry.costs.PNormP
ott.geometry.costs.PNormP.all_pairs
ott.geometry.costs.PNormP.all_pairs_pairwise
ott.geometry.costs.PNormP.barycenter
ott.geometry.costs.PNormP.h
ott.geometry.costs.PNormP.h_legendre
ott.geometry.costs.PNormP.pairwise
ott.geometry.costs.PNormP.norm
ott.geometry.costs.SqEuclidean
ott.geometry.costs.SqEuclidean.all_pairs
ott.geometry.costs.SqEuclidean.all_pairs_pairwise
ott.geometry.costs.SqEuclidean.barycenter
ott.geometry.costs.SqEuclidean.h
ott.geometry.costs.SqEuclidean.h_legendre
ott.geometry.costs.SqEuclidean.norm
ott.geometry.costs.SqEuclidean.pairwise
ott.geometry.costs.Euclidean
ott.geometry.costs.Euclidean.all_pairs
ott.geometry.costs.Euclidean.all_pairs_pairwise
ott.geometry.costs.Euclidean.barycenter
ott.geometry.costs.Euclidean.pairwise
ott.geometry.costs.Euclidean.norm
ott.geometry.costs.Cosine
ott.geometry.costs.Cosine.all_pairs
ott.geometry.costs.Cosine.all_pairs_pairwise
ott.geometry.costs.Cosine.barycenter
ott.geometry.costs.Cosine.pairwise
ott.geometry.costs.Cosine.norm
ott.geometry.costs.Bures
ott.geometry.costs.Bures.all_pairs
ott.geometry.costs.Bures.all_pairs_pairwise
ott.geometry.costs.Bures.barycenter
ott.geometry.costs.Bures.covariance_fixpoint_iter
ott.geometry.costs.Bures.norm
ott.geometry.costs.Bures.pairwise
ott.geometry.costs.UnbalancedBures
ott.geometry.costs.UnbalancedBures.all_pairs
ott.geometry.costs.UnbalancedBures.all_pairs_pairwise
ott.geometry.costs.UnbalancedBures.barycenter
ott.geometry.costs.UnbalancedBures.norm
ott.geometry.costs.UnbalancedBures.pairwise
ott.geometry.segment.segment_point_cloud
ott.problems package
ott.problems.linear package
ott.problems.linear.linear_problem.LinearProblem
ott.problems.linear.linear_problem.LinearProblem.get_transport_functions
ott.problems.linear.linear_problem.LinearProblem.a
ott.problems.linear.linear_problem.LinearProblem.b
ott.problems.linear.linear_problem.LinearProblem.epsilon
ott.problems.linear.linear_problem.LinearProblem.is_balanced
ott.problems.linear.barycenter_problem.BarycenterProblem
ott.problems.linear.barycenter_problem.BarycenterProblem.flattened_b
ott.problems.linear.barycenter_problem.BarycenterProblem.flattened_y
ott.problems.linear.barycenter_problem.BarycenterProblem.max_measure_size
ott.problems.linear.barycenter_problem.BarycenterProblem.ndim
ott.problems.linear.barycenter_problem.BarycenterProblem.num_measures
ott.problems.linear.barycenter_problem.BarycenterProblem.segmented_y_b
ott.problems.linear.barycenter_problem.BarycenterProblem.weights
ott.problems.linear.potentials.DualPotentials
ott.problems.linear.potentials.DualPotentials.distance
ott.problems.linear.potentials.DualPotentials.transport
ott.problems.linear.potentials.DualPotentials.f
ott.problems.linear.potentials.DualPotentials.g
ott.problems.linear.potentials.EntropicPotentials
ott.problems.linear.potentials.EntropicPotentials.distance
ott.problems.linear.potentials.EntropicPotentials.transport
ott.problems.linear.potentials.EntropicPotentials.epsilon
ott.problems.linear.potentials.EntropicPotentials.f
ott.problems.linear.potentials.EntropicPotentials.g
ott.problems.linear.potentials.EntropicPotentials.is_debiased
ott.problems.quadratic package
ott.problems.quadratic.quadratic_problem.QuadraticProblem
ott.problems.quadratic.quadratic_problem.QuadraticProblem.cost_unbalanced_correction
ott.problems.quadratic.quadratic_problem.QuadraticProblem.init_transport_mass
ott.problems.quadratic.quadratic_problem.QuadraticProblem.marginal_dependent_cost
ott.problems.quadratic.quadratic_problem.QuadraticProblem.to_low_rank
ott.problems.quadratic.quadratic_problem.QuadraticProblem.update_linearization
ott.problems.quadratic.quadratic_problem.QuadraticProblem.update_lr_geom
ott.problems.quadratic.quadratic_problem.QuadraticProblem.update_lr_linearization
ott.problems.quadratic.quadratic_problem.QuadraticProblem.a
ott.problems.quadratic.quadratic_problem.QuadraticProblem.b
ott.problems.quadratic.quadratic_problem.QuadraticProblem.geom_xx
ott.problems.quadratic.quadratic_problem.QuadraticProblem.geom_xy
ott.problems.quadratic.quadratic_problem.QuadraticProblem.geom_yy
ott.problems.quadratic.quadratic_problem.QuadraticProblem.is_balanced
ott.problems.quadratic.quadratic_problem.QuadraticProblem.is_fused
ott.problems.quadratic.quadratic_problem.QuadraticProblem.is_low_rank
ott.problems.quadratic.quadratic_problem.QuadraticProblem.linear_loss
ott.problems.quadratic.quadratic_problem.QuadraticProblem.quad_loss
ott.problems.quadratic.gw_barycenter.GWBarycenterProblem
ott.problems.quadratic.gw_barycenter.GWBarycenterProblem.update_barycenter
ott.problems.quadratic.gw_barycenter.GWBarycenterProblem.update_features
ott.problems.quadratic.gw_barycenter.GWBarycenterProblem.flattened_b
ott.problems.quadratic.gw_barycenter.GWBarycenterProblem.flattened_y
ott.problems.quadratic.gw_barycenter.GWBarycenterProblem.gw_loss
ott.problems.quadratic.gw_barycenter.GWBarycenterProblem.is_fused
ott.problems.quadratic.gw_barycenter.GWBarycenterProblem.max_measure_size
ott.problems.quadratic.gw_barycenter.GWBarycenterProblem.ndim
ott.problems.quadratic.gw_barycenter.GWBarycenterProblem.ndim_fused
ott.problems.quadratic.gw_barycenter.GWBarycenterProblem.num_measures
ott.problems.quadratic.gw_barycenter.GWBarycenterProblem.segmented_y_b
ott.problems.quadratic.gw_barycenter.GWBarycenterProblem.segmented_y_fused
ott.problems.quadratic.gw_barycenter.GWBarycenterProblem.weights
ott.problems.quadratic.quadratic_costs.make_square_loss
ott.problems.quadratic.quadratic_costs.make_kl_loss
ott.solvers package
ott.solvers.linear package
ott.solvers.linear.sinkhorn.solve
ott.solvers.linear.sinkhorn.Sinkhorn
ott.solvers.linear.sinkhorn.Sinkhorn.create_initializer
ott.solvers.linear.sinkhorn.Sinkhorn.init_state
ott.solvers.linear.sinkhorn.Sinkhorn.kernel_step
ott.solvers.linear.sinkhorn.Sinkhorn.lse_step
ott.solvers.linear.sinkhorn.Sinkhorn.one_iteration
ott.solvers.linear.sinkhorn.Sinkhorn.output_from_state
ott.solvers.linear.sinkhorn.Sinkhorn.norm_error
ott.solvers.linear.sinkhorn.Sinkhorn.outer_iterations
ott.solvers.linear.sinkhorn.SinkhornOutput
ott.solvers.linear.sinkhorn.SinkhornOutput.apply
ott.solvers.linear.sinkhorn.SinkhornOutput.cost_at_geom
ott.solvers.linear.sinkhorn.SinkhornOutput.count
ott.solvers.linear.sinkhorn.SinkhornOutput.index
ott.solvers.linear.sinkhorn.SinkhornOutput.marginal
ott.solvers.linear.sinkhorn.SinkhornOutput.set
ott.solvers.linear.sinkhorn.SinkhornOutput.set_cost
ott.solvers.linear.sinkhorn.SinkhornOutput.to_dual_potentials
ott.solvers.linear.sinkhorn.SinkhornOutput.transport_cost_at_geom
ott.solvers.linear.sinkhorn.SinkhornOutput.a
ott.solvers.linear.sinkhorn.SinkhornOutput.b
ott.solvers.linear.sinkhorn.SinkhornOutput.converged
ott.solvers.linear.sinkhorn.SinkhornOutput.dual_cost
ott.solvers.linear.sinkhorn.SinkhornOutput.errors
ott.solvers.linear.sinkhorn.SinkhornOutput.f
ott.solvers.linear.sinkhorn.SinkhornOutput.g
ott.solvers.linear.sinkhorn.SinkhornOutput.geom
ott.solvers.linear.sinkhorn.SinkhornOutput.linear
ott.solvers.linear.sinkhorn.SinkhornOutput.linear_output
ott.solvers.linear.sinkhorn.SinkhornOutput.matrix
ott.solvers.linear.sinkhorn.SinkhornOutput.n_iters
ott.solvers.linear.sinkhorn.SinkhornOutput.ot_prob
ott.solvers.linear.sinkhorn.SinkhornOutput.primal_cost
ott.solvers.linear.sinkhorn.SinkhornOutput.reg_ot_cost
ott.solvers.linear.sinkhorn.SinkhornOutput.scalings
ott.solvers.linear.sinkhorn.SinkhornOutput.transport_mass
ott.solvers.linear.sinkhorn_lr.LRSinkhorn
ott.solvers.linear.sinkhorn_lr.LRSinkhorn.create_initializer
ott.solvers.linear.sinkhorn_lr.LRSinkhorn.dykstra_update
ott.solvers.linear.sinkhorn_lr.LRSinkhorn.init_state
ott.solvers.linear.sinkhorn_lr.LRSinkhorn.kernel_step
ott.solvers.linear.sinkhorn_lr.LRSinkhorn.lse_step
ott.solvers.linear.sinkhorn_lr.LRSinkhorn.one_iteration
ott.solvers.linear.sinkhorn_lr.LRSinkhorn.output_from_state
ott.solvers.linear.sinkhorn_lr.LRSinkhorn.is_entropic
ott.solvers.linear.sinkhorn_lr.LRSinkhorn.norm_error
ott.solvers.linear.sinkhorn_lr.LRSinkhorn.outer_iterations
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.apply
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.compute_reg_ot_cost
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.cost_at_geom
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.count
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.index
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.marginal
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.set
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.set_cost
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.transport_cost_at_geom
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.a
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.b
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.converged
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.costs
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.errors
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.g
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.geom
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.linear
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.linear_output
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.matrix
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.ot_prob
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.primal_cost
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.q
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.r
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.reg_ot_cost
ott.solvers.linear.sinkhorn_lr.LRSinkhornOutput.transport_mass
ott.solvers.linear.continuous_barycenter.WassersteinBarycenter
ott.solvers.linear.continuous_barycenter.WassersteinBarycenter.init_state
ott.solvers.linear.continuous_barycenter.WassersteinBarycenter.output_from_state
ott.solvers.linear.continuous_barycenter.WassersteinBarycenter.is_low_rank
ott.solvers.linear.continuous_barycenter.BarycenterState
ott.solvers.linear.continuous_barycenter.BarycenterState.count
ott.solvers.linear.continuous_barycenter.BarycenterState.index
ott.solvers.linear.continuous_barycenter.BarycenterState.set
ott.solvers.linear.continuous_barycenter.BarycenterState.update
ott.solvers.linear.continuous_barycenter.BarycenterState.a
ott.solvers.linear.continuous_barycenter.BarycenterState.costs
ott.solvers.linear.continuous_barycenter.BarycenterState.errors
ott.solvers.linear.continuous_barycenter.BarycenterState.linear_convergence
ott.solvers.linear.continuous_barycenter.BarycenterState.x
ott.solvers.linear.discrete_barycenter.discrete_barycenter
ott.solvers.linear.discrete_barycenter.SinkhornBarycenterOutput
ott.solvers.linear.discrete_barycenter.SinkhornBarycenterOutput.count
ott.solvers.linear.discrete_barycenter.SinkhornBarycenterOutput.index
ott.solvers.linear.discrete_barycenter.SinkhornBarycenterOutput.errors
ott.solvers.linear.discrete_barycenter.SinkhornBarycenterOutput.f
ott.solvers.linear.discrete_barycenter.SinkhornBarycenterOutput.g
ott.solvers.linear.discrete_barycenter.SinkhornBarycenterOutput.histogram
ott.solvers.linear.acceleration.Momentum
ott.solvers.linear.acceleration.Momentum.lehmann
ott.solvers.linear.acceleration.Momentum.weight
ott.solvers.linear.acceleration.Momentum.error_threshold
ott.solvers.linear.acceleration.Momentum.inner_iterations
ott.solvers.linear.acceleration.Momentum.start
ott.solvers.linear.acceleration.Momentum.value
ott.solvers.linear.acceleration.AndersonAcceleration
ott.solvers.linear.acceleration.AndersonAcceleration.extrapolation
ott.solvers.linear.acceleration.AndersonAcceleration.init_maps
ott.solvers.linear.acceleration.AndersonAcceleration.update
ott.solvers.linear.acceleration.AndersonAcceleration.update_history
ott.solvers.linear.acceleration.AndersonAcceleration.memory
ott.solvers.linear.acceleration.AndersonAcceleration.refresh_every
ott.solvers.linear.acceleration.AndersonAcceleration.ridge_identity
ott.solvers.linear.implicit_differentiation.ImplicitDiff
ott.solvers.linear.implicit_differentiation.ImplicitDiff.first_order_conditions
ott.solvers.linear.implicit_differentiation.ImplicitDiff.gradient
ott.solvers.linear.implicit_differentiation.ImplicitDiff.solve
ott.solvers.linear.implicit_differentiation.ImplicitDiff.solver_fun
ott.solvers.linear.implicit_differentiation.ImplicitDiff.precondition_fun
ott.solvers.linear.implicit_differentiation.ImplicitDiff.ridge_identity
ott.solvers.linear.implicit_differentiation.ImplicitDiff.ridge_kernel
ott.solvers.linear.implicit_differentiation.ImplicitDiff.symmetric
ott.solvers.quadratic package
ott.solvers.quadratic.gromov_wasserstein.solve
ott.solvers.quadratic.gromov_wasserstein.GromovWasserstein
ott.solvers.quadratic.gromov_wasserstein.GromovWasserstein.create_initializer
ott.solvers.quadratic.gromov_wasserstein.GromovWasserstein.init_state
ott.solvers.quadratic.gromov_wasserstein.GromovWasserstein.output_from_state
ott.solvers.quadratic.gromov_wasserstein.GromovWasserstein.is_low_rank
ott.solvers.quadratic.gromov_wasserstein.GromovWasserstein.warm_start
ott.solvers.quadratic.gromov_wasserstein.GWOutput
ott.solvers.quadratic.gromov_wasserstein.GWOutput.apply
ott.solvers.quadratic.gromov_wasserstein.GWOutput.count
ott.solvers.quadratic.gromov_wasserstein.GWOutput.index
ott.solvers.quadratic.gromov_wasserstein.GWOutput.set
ott.solvers.quadratic.gromov_wasserstein.GWOutput.converged
ott.solvers.quadratic.gromov_wasserstein.GWOutput.costs
ott.solvers.quadratic.gromov_wasserstein.GWOutput.errors
ott.solvers.quadratic.gromov_wasserstein.GWOutput.geom
ott.solvers.quadratic.gromov_wasserstein.GWOutput.linear_convergence
ott.solvers.quadratic.gromov_wasserstein.GWOutput.linear_state
ott.solvers.quadratic.gromov_wasserstein.GWOutput.matrix
ott.solvers.quadratic.gromov_wasserstein.GWOutput.old_transport_mass
ott.solvers.quadratic.gromov_wasserstein.GWOutput.reg_gw_cost
ott.solvers.quadratic.gw_barycenter.GWBarycenterState
ott.solvers.quadratic.gw_barycenter.GWBarycenterState.count
ott.solvers.quadratic.gw_barycenter.GWBarycenterState.index
ott.solvers.quadratic.gw_barycenter.GWBarycenterState.set
ott.solvers.quadratic.gw_barycenter.GWBarycenterState.a
ott.solvers.quadratic.gw_barycenter.GWBarycenterState.cost
ott.solvers.quadratic.gw_barycenter.GWBarycenterState.costs
ott.solvers.quadratic.gw_barycenter.GWBarycenterState.errors
ott.solvers.quadratic.gw_barycenter.GWBarycenterState.gw_convergence
ott.solvers.quadratic.gw_barycenter.GWBarycenterState.x
ott.solvers.quadratic.gw_barycenter.GromovWassersteinBarycenter
ott.solvers.quadratic.gw_barycenter.GromovWassersteinBarycenter.init_state
ott.solvers.quadratic.gw_barycenter.GromovWassersteinBarycenter.output_from_state
ott.solvers.quadratic.gw_barycenter.GromovWassersteinBarycenter.update_state
ott.solvers.quadratic.gw_barycenter.GromovWassersteinBarycenter.is_low_rank
ott.solvers.nn package
ott.solvers.nn.neuraldual.NeuralDualSolver
ott.solvers.nn.neuraldual.NeuralDualSolver.get_step_fn
ott.solvers.nn.neuraldual.NeuralDualSolver.setup
ott.solvers.nn.neuraldual.NeuralDualSolver.to_dual_potentials
ott.solvers.nn.neuraldual.NeuralDualSolver.train_neuraldual
ott.solvers.nn.icnn.ICNN
ott.solvers.nn.icnn.ICNN.apply
ott.solvers.nn.icnn.ICNN.bind
ott.solvers.nn.icnn.ICNN.clone
ott.solvers.nn.icnn.ICNN.create_train_state
ott.solvers.nn.icnn.ICNN.get_variable
ott.solvers.nn.icnn.ICNN.has_rng
ott.solvers.nn.icnn.ICNN.has_variable
ott.solvers.nn.icnn.ICNN.init
ott.solvers.nn.icnn.ICNN.init_fn
ott.solvers.nn.icnn.ICNN.init_with_output
ott.solvers.nn.icnn.ICNN.is_initializing
ott.solvers.nn.icnn.ICNN.is_mutable_collection
ott.solvers.nn.icnn.ICNN.make_rng
ott.solvers.nn.icnn.ICNN.param
ott.solvers.nn.icnn.ICNN.perturb
ott.solvers.nn.icnn.ICNN.put_variable
ott.solvers.nn.icnn.ICNN.setup
ott.solvers.nn.icnn.ICNN.sow
ott.solvers.nn.icnn.ICNN.tabulate
ott.solvers.nn.icnn.ICNN.unbind
ott.solvers.nn.icnn.ICNN.variable
ott.solvers.nn.icnn.ICNN.act_fn
ott.solvers.nn.icnn.ICNN.gaussian_map
ott.solvers.nn.icnn.ICNN.init_std
ott.solvers.nn.icnn.ICNN.name
ott.solvers.nn.icnn.ICNN.parent
ott.solvers.nn.icnn.ICNN.pos_weights
ott.solvers.nn.icnn.ICNN.scope
ott.solvers.nn.icnn.ICNN.variables
ott.solvers.nn.icnn.ICNN.dim_data
ott.solvers.nn.icnn.ICNN.dim_hidden
ott.solvers.nn.layers.PositiveDense
ott.solvers.nn.layers.PositiveDense.apply
ott.solvers.nn.layers.PositiveDense.bias_init
ott.solvers.nn.layers.PositiveDense.bind
ott.solvers.nn.layers.PositiveDense.clone
ott.solvers.nn.layers.PositiveDense.get_variable
ott.solvers.nn.layers.PositiveDense.has_rng
ott.solvers.nn.layers.PositiveDense.has_variable
ott.solvers.nn.layers.PositiveDense.init
ott.solvers.nn.layers.PositiveDense.init_with_output
ott.solvers.nn.layers.PositiveDense.inv_rectifier_fn
ott.solvers.nn.layers.PositiveDense.is_initializing
ott.solvers.nn.layers.PositiveDense.is_mutable_collection
ott.solvers.nn.layers.PositiveDense.kernel_init
ott.solvers.nn.layers.PositiveDense.make_rng
ott.solvers.nn.layers.PositiveDense.param
ott.solvers.nn.layers.PositiveDense.perturb
ott.solvers.nn.layers.PositiveDense.put_variable
ott.solvers.nn.layers.PositiveDense.rectifier_fn
ott.solvers.nn.layers.PositiveDense.setup
ott.solvers.nn.layers.PositiveDense.sow
ott.solvers.nn.layers.PositiveDense.tabulate
ott.solvers.nn.layers.PositiveDense.unbind
ott.solvers.nn.layers.PositiveDense.variable
ott.solvers.nn.layers.PositiveDense.name
ott.solvers.nn.layers.PositiveDense.parent
ott.solvers.nn.layers.PositiveDense.precision
ott.solvers.nn.layers.PositiveDense.scope
ott.solvers.nn.layers.PositiveDense.use_bias
ott.solvers.nn.layers.PositiveDense.variables
ott.solvers.nn.layers.PositiveDense.dim_hidden
ott.solvers.was_solver.WassersteinSolver
ott.solvers.was_solver.WassersteinSolver.is_low_rank
ott.initializers package
ott.initializers.linear package
ott.initializers.linear.initializers.DefaultInitializer
ott.initializers.linear.initializers.DefaultInitializer.init_dual_a
ott.initializers.linear.initializers.DefaultInitializer.init_dual_b
ott.initializers.linear.initializers.GaussianInitializer
ott.initializers.linear.initializers.GaussianInitializer.init_dual_a
ott.initializers.linear.initializers.GaussianInitializer.init_dual_b
ott.initializers.linear.initializers.SinkhornInitializer
ott.initializers.linear.initializers.SinkhornInitializer.init_dual_a
ott.initializers.linear.initializers.SinkhornInitializer.init_dual_b
ott.initializers.linear.initializers_lr.RandomInitializer
ott.initializers.linear.initializers_lr.RandomInitializer.from_solver
ott.initializers.linear.initializers_lr.RandomInitializer.init_g
ott.initializers.linear.initializers_lr.RandomInitializer.init_q
ott.initializers.linear.initializers_lr.RandomInitializer.init_r
ott.initializers.linear.initializers_lr.RandomInitializer.rank
ott.initializers.linear.initializers_lr.Rank2Initializer
ott.initializers.linear.initializers_lr.Rank2Initializer.from_solver
ott.initializers.linear.initializers_lr.Rank2Initializer.init_g
ott.initializers.linear.initializers_lr.Rank2Initializer.init_q
ott.initializers.linear.initializers_lr.Rank2Initializer.init_r
ott.initializers.linear.initializers_lr.Rank2Initializer.rank
ott.initializers.linear.initializers_lr.KMeansInitializer
ott.initializers.linear.initializers_lr.KMeansInitializer.from_solver
ott.initializers.linear.initializers_lr.KMeansInitializer.init_g
ott.initializers.linear.initializers_lr.KMeansInitializer.init_q
ott.initializers.linear.initializers_lr.KMeansInitializer.init_r
ott.initializers.linear.initializers_lr.KMeansInitializer.rank
ott.initializers.linear.initializers_lr.GeneralizedKMeansInitializer
ott.initializers.linear.initializers_lr.GeneralizedKMeansInitializer.from_solver
ott.initializers.linear.initializers_lr.GeneralizedKMeansInitializer.init_g
ott.initializers.linear.initializers_lr.GeneralizedKMeansInitializer.init_q
ott.initializers.linear.initializers_lr.GeneralizedKMeansInitializer.init_r
ott.initializers.linear.initializers_lr.GeneralizedKMeansInitializer.rank
ott.initializers.quadratic package
ott.initializers.quadratic.initializers.QuadraticInitializer
ott.initializers.quadratic.initializers.LRQuadraticInitializer
ott.initializers.quadratic.initializers.LRQuadraticInitializer.rank
ott.initializers.nn package
ott.initializers.nn.initializers.MetaInitializer
ott.initializers.nn.initializers.MetaInitializer.init_dual_a
ott.initializers.nn.initializers.MetaInitializer.init_dual_b
ott.initializers.nn.initializers.MetaInitializer.update
ott.initializers.nn.initializers.MetaMLP
ott.initializers.nn.initializers.MetaMLP.apply
ott.initializers.nn.initializers.MetaMLP.bind
ott.initializers.nn.initializers.MetaMLP.clone
ott.initializers.nn.initializers.MetaMLP.get_variable
ott.initializers.nn.initializers.MetaMLP.has_rng
ott.initializers.nn.initializers.MetaMLP.has_variable
ott.initializers.nn.initializers.MetaMLP.init
ott.initializers.nn.initializers.MetaMLP.init_with_output
ott.initializers.nn.initializers.MetaMLP.is_initializing
ott.initializers.nn.initializers.MetaMLP.is_mutable_collection
ott.initializers.nn.initializers.MetaMLP.make_rng
ott.initializers.nn.initializers.MetaMLP.param
ott.initializers.nn.initializers.MetaMLP.perturb
ott.initializers.nn.initializers.MetaMLP.put_variable
ott.initializers.nn.initializers.MetaMLP.setup
ott.initializers.nn.initializers.MetaMLP.sow
ott.initializers.nn.initializers.MetaMLP.tabulate
ott.initializers.nn.initializers.MetaMLP.unbind
ott.initializers.nn.initializers.MetaMLP.variable
ott.initializers.nn.initializers.MetaMLP.name
ott.initializers.nn.initializers.MetaMLP.num_hidden_layers
ott.initializers.nn.initializers.MetaMLP.num_hidden_units
ott.initializers.nn.initializers.MetaMLP.parent
ott.initializers.nn.initializers.MetaMLP.scope
ott.initializers.nn.initializers.MetaMLP.variables
ott.initializers.nn.initializers.MetaMLP.potential_size
ott.tools package
ott.tools.segment_sinkhorn.segment_sinkhorn
ott.tools.sinkhorn_divergence.sinkhorn_divergence
ott.tools.sinkhorn_divergence.segment_sinkhorn_divergence
ott.tools.soft_sort.quantile
ott.tools.soft_sort.quantile_normalization
ott.tools.soft_sort.quantize
ott.tools.soft_sort.ranks
ott.tools.soft_sort.sort
ott.tools.soft_sort.sort_with
ott.tools.k_means.k_means
ott.tools.k_means.KMeansOutput
ott.tools.k_means.KMeansOutput.count
ott.tools.k_means.KMeansOutput.index
ott.tools.k_means.KMeansOutput.assignment
ott.tools.k_means.KMeansOutput.centroids
ott.tools.k_means.KMeansOutput.converged
ott.tools.k_means.KMeansOutput.error
ott.tools.k_means.KMeansOutput.inner_errors
ott.tools.k_means.KMeansOutput.iteration
ott.tools.gaussian_mixture.gaussian.Gaussian
ott.tools.gaussian_mixture.gaussian.Gaussian.covariance
ott.tools.gaussian_mixture.gaussian.Gaussian.f_potential
ott.tools.gaussian_mixture.gaussian.Gaussian.from_mean_and_cov
ott.tools.gaussian_mixture.gaussian.Gaussian.from_random
ott.tools.gaussian_mixture.gaussian.Gaussian.from_samples
ott.tools.gaussian_mixture.gaussian.Gaussian.from_z
ott.tools.gaussian_mixture.gaussian.Gaussian.log_prob
ott.tools.gaussian_mixture.gaussian.Gaussian.sample
ott.tools.gaussian_mixture.gaussian.Gaussian.to_z
ott.tools.gaussian_mixture.gaussian.Gaussian.transport
ott.tools.gaussian_mixture.gaussian.Gaussian.w2_dist
ott.tools.gaussian_mixture.gaussian.Gaussian.loc
ott.tools.gaussian_mixture.gaussian.Gaussian.n_dimensions
ott.tools.gaussian_mixture.gaussian.Gaussian.scale
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.components
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.conditional_log_prob
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.from_mean_cov_component_weights
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.from_points_and_assignment_probs
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.from_random
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.get_component
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.get_log_component_posterior
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.has_nans
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.log_component_weights
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.log_prob
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.sample
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.cholesky
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.component_weight_ob
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.component_weights
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.covariance
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.dtype
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.loc
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.n_components
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.n_dimensions
ott.tools.gaussian_mixture.gaussian_mixture.GaussianMixture.scale_params
ott.tools.gaussian_mixture.gaussian_mixture_pair.GaussianMixturePair
ott.tools.gaussian_mixture.gaussian_mixture_pair.GaussianMixturePair.get_bures_geometry
ott.tools.gaussian_mixture.gaussian_mixture_pair.GaussianMixturePair.get_cost_matrix
ott.tools.gaussian_mixture.gaussian_mixture_pair.GaussianMixturePair.get_normalized_sinkhorn_coupling
ott.tools.gaussian_mixture.gaussian_mixture_pair.GaussianMixturePair.get_sinkhorn
ott.tools.gaussian_mixture.gaussian_mixture_pair.GaussianMixturePair.dtype
ott.tools.gaussian_mixture.gaussian_mixture_pair.GaussianMixturePair.epsilon
ott.tools.gaussian_mixture.gaussian_mixture_pair.GaussianMixturePair.gmm0
ott.tools.gaussian_mixture.gaussian_mixture_pair.GaussianMixturePair.gmm1
ott.tools.gaussian_mixture.gaussian_mixture_pair.GaussianMixturePair.lock_gmm1
ott.tools.gaussian_mixture.gaussian_mixture_pair.GaussianMixturePair.rho
ott.tools.gaussian_mixture.gaussian_mixture_pair.GaussianMixturePair.tau
ott.tools.gaussian_mixture.fit_gmm.initialize
ott.tools.gaussian_mixture.fit_gmm.fit_model_em
ott.tools.gaussian_mixture.fit_gmm_pair.get_fit_model_em_fn
ott.math package
ott.math.fixed_point_loop.fixpoint_iter
ott.math.decomposition.DenseCholeskySolver
ott.math.decomposition.DenseCholeskySolver.create
ott.math.decomposition.DenseCholeskySolver.solve
ott.math.decomposition.DenseCholeskySolver.A
ott.math.decomposition.DenseCholeskySolver.L
ott.math.decomposition.SparseCholeskySolver
ott.math.decomposition.SparseCholeskySolver.clear_factor_cache
ott.math.decomposition.SparseCholeskySolver.create
ott.math.decomposition.SparseCholeskySolver.solve
ott.math.decomposition.SparseCholeskySolver.A
ott.math.decomposition.SparseCholeskySolver.L
ott.math.matrix_square_root.sqrtm
References
Bibliography
.rst
.pdf
ott.solvers.linear.sinkhorn.SinkhornOutput.ot_prob
ott.solvers.linear.sinkhorn.SinkhornOutput.ot_prob
#
SinkhornOutput.
ot_prob
:
Optional
[
ott.problems.linear.linear_problem.LinearProblem
]
#
Alias for field number 4