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# -*- coding: utf-8 -*-
"""
Solvers related to Gromov-Wasserstein problems.
"""
# Author: Remi Flamary <remi.flamary@unice.fr>
# Cedric Vincent-Cuaz <cedvincentcuaz@gmail.com>
# Quang Huy Tran <quang-huy.tran@univ-ubs.fr>
#
# License: MIT License
# All submodules and packages
from ._utils import (
init_matrix,
tensor_product,
gwloss,
gwggrad,
init_matrix_semirelaxed,
semirelaxed_init_plan,
update_barycenter_structure,
update_barycenter_feature,
div_between_product,
div_to_product,
fused_unbalanced_across_spaces_cost,
uot_cost_matrix,
uot_parameters_and_measures,
)
from ._gw import (
gromov_wasserstein,
gromov_wasserstein2,
fused_gromov_wasserstein,
fused_gromov_wasserstein2,
solve_gromov_linesearch,
gromov_barycenters,
fgw_barycenters,
)
from ._bregman import (
entropic_gromov_wasserstein,
entropic_gromov_wasserstein2,
BAPG_gromov_wasserstein,
BAPG_gromov_wasserstein2,
entropic_gromov_barycenters,
entropic_fused_gromov_wasserstein,
entropic_fused_gromov_wasserstein2,
BAPG_fused_gromov_wasserstein,
BAPG_fused_gromov_wasserstein2,
entropic_fused_gromov_barycenters,
)
from ._estimators import (
GW_distance_estimation,
pointwise_gromov_wasserstein,
sampled_gromov_wasserstein,
)
from ._semirelaxed import (
semirelaxed_gromov_wasserstein,
semirelaxed_gromov_wasserstein2,
semirelaxed_fused_gromov_wasserstein,
semirelaxed_fused_gromov_wasserstein2,
solve_semirelaxed_gromov_linesearch,
entropic_semirelaxed_gromov_wasserstein,
entropic_semirelaxed_gromov_wasserstein2,
entropic_semirelaxed_fused_gromov_wasserstein,
entropic_semirelaxed_fused_gromov_wasserstein2,
semirelaxed_gromov_barycenters,
semirelaxed_fgw_barycenters,
)
from ._dictionary import (
gromov_wasserstein_dictionary_learning,
gromov_wasserstein_linear_unmixing,
fused_gromov_wasserstein_dictionary_learning,
fused_gromov_wasserstein_linear_unmixing,
)
from ._lowrank import lowrank_gromov_wasserstein_samples
from ._quantized import (
quantized_fused_gromov_wasserstein_partitioned,
get_graph_partition,
get_graph_representants,
format_partitioned_graph,
quantized_fused_gromov_wasserstein,
get_partition_and_representants_samples,
format_partitioned_samples,
quantized_fused_gromov_wasserstein_samples,
)
from ._unbalanced import (
fused_unbalanced_gromov_wasserstein,
fused_unbalanced_gromov_wasserstein2,
unbalanced_co_optimal_transport,
unbalanced_co_optimal_transport2,
fused_unbalanced_across_spaces_divergence,
)
from ._partial import (
partial_gromov_wasserstein,
partial_gromov_wasserstein2,
solve_partial_gromov_linesearch,
entropic_partial_gromov_wasserstein,
entropic_partial_gromov_wasserstein2,
)
__all__ = [
"init_matrix",
"tensor_product",
"gwloss",
"gwggrad",
"init_matrix_semirelaxed",
"semirelaxed_init_plan",
"update_barycenter_structure",
"update_barycenter_feature",
"div_between_product",
"div_to_product",
"fused_unbalanced_across_spaces_cost",
"uot_cost_matrix",
"uot_parameters_and_measures",
"gromov_wasserstein",
"gromov_wasserstein2",
"fused_gromov_wasserstein",
"fused_gromov_wasserstein2",
"solve_gromov_linesearch",
"gromov_barycenters",
"fgw_barycenters",
"entropic_gromov_wasserstein",
"entropic_gromov_wasserstein2",
"BAPG_gromov_wasserstein",
"BAPG_gromov_wasserstein2",
"entropic_gromov_barycenters",
"entropic_fused_gromov_wasserstein",
"entropic_fused_gromov_wasserstein2",
"BAPG_fused_gromov_wasserstein",
"BAPG_fused_gromov_wasserstein2",
"entropic_fused_gromov_barycenters",
"GW_distance_estimation",
"pointwise_gromov_wasserstein",
"sampled_gromov_wasserstein",
"semirelaxed_gromov_wasserstein",
"semirelaxed_gromov_wasserstein2",
"semirelaxed_fused_gromov_wasserstein",
"semirelaxed_fused_gromov_wasserstein2",
"solve_semirelaxed_gromov_linesearch",
"entropic_semirelaxed_gromov_wasserstein",
"entropic_semirelaxed_gromov_wasserstein2",
"entropic_semirelaxed_fused_gromov_wasserstein",
"entropic_semirelaxed_fused_gromov_wasserstein2",
"semirelaxed_fgw_barycenters",
"semirelaxed_gromov_barycenters",
"gromov_wasserstein_dictionary_learning",
"gromov_wasserstein_linear_unmixing",
"fused_gromov_wasserstein_dictionary_learning",
"fused_gromov_wasserstein_linear_unmixing",
"lowrank_gromov_wasserstein_samples",
"quantized_fused_gromov_wasserstein_partitioned",
"get_graph_partition",
"get_graph_representants",
"format_partitioned_graph",
"quantized_fused_gromov_wasserstein",
"get_partition_and_representants_samples",
"format_partitioned_samples",
"quantized_fused_gromov_wasserstein_samples",
"fused_unbalanced_gromov_wasserstein",
"fused_unbalanced_gromov_wasserstein2",
"unbalanced_co_optimal_transport",
"unbalanced_co_optimal_transport2",
"fused_unbalanced_across_spaces_divergence",
"partial_gromov_wasserstein",
"partial_gromov_wasserstein2",
"solve_partial_gromov_linesearch",
"entropic_partial_gromov_wasserstein",
"entropic_partial_gromov_wasserstein2",
]
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