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API Reference

  • gaia package
    • SimplicialFunctor
      • SimplicialFunctor.__getitem__()
      • SimplicialFunctor.__init__()
      • SimplicialFunctor.add()
      • SimplicialFunctor.create_coalgebra_structure_map()
      • SimplicialFunctor.create_morphism()
      • SimplicialFunctor.create_object()
      • SimplicialFunctor.create_triangle()
      • SimplicialFunctor.define_degeneracy()
      • SimplicialFunctor.define_face()
      • SimplicialFunctor.degeneracy()
      • SimplicialFunctor.diagnose_partial_structure()
      • SimplicialFunctor.face()
      • SimplicialFunctor.find_horns()
      • SimplicialFunctor.get_endofunctor_trajectory()
      • SimplicialFunctor.has_lift()
      • SimplicialFunctor.load_state_dict()
      • SimplicialFunctor.register_endofunctor_update()
      • SimplicialFunctor.state_dict()
      • SimplicialFunctor.verify_simplicial_identities()
    • Simplex0
      • Simplex0.dim
      • Simplex0.basis_id
      • Simplex0.__deepcopy__()
      • Simplex0.__eq__()
      • Simplex0.__hash__()
      • Simplex0.__init__()
      • Simplex0.__setattr__()
      • Simplex0.id
      • Simplex0.level
      • Simplex0.name
      • Simplex0.payload
    • Simplex1
      • Simplex1.morphism
      • Simplex1.__call__()
      • Simplex1.__eq__()
      • Simplex1.__hash__()
      • Simplex1.__init__()
      • Simplex1.codomain
      • Simplex1.components
      • Simplex1.degeneracy()
      • Simplex1.domain
      • Simplex1.eval()
      • Simplex1.face()
      • Simplex1.id
      • Simplex1.level
      • Simplex1.name
      • Simplex1.payload
      • Simplex1.to()
    • SimplexN
      • SimplexN.components
      • SimplexN.__eq__()
      • SimplexN.__hash__()
      • SimplexN.__init__()
      • SimplexN.degeneracy()
      • SimplexN.face()
      • SimplexN.id
      • SimplexN.level
      • SimplexN.name
      • SimplexN.payload
    • FuzzySet
    • FuzzySimplicialSet
    • KanComplexVerifier
      • KanComplexVerifier.__init__()
      • KanComplexVerifier.get_kan_complex_status()
      • KanComplexVerifier.suggest_improvements()
      • KanComplexVerifier.verify_all_conditions()
    • create_model()
    • get_training_components()
    • get_advanced_components()
    • version()
    • info()
    • status()
    • list_components()
    • Subpackages
      • gaia.callbacks package
        • CallbackManager
        • EarlyStopping
      • gaia.core package
        • SimplicialObject
        • Simplex0
        • Simplex1
        • Simplex2
        • SimplexN
        • SimplicialFunctor
        • MapType
        • HornError
        • IntegratedFuzzySet
        • IntegratedSimplex
        • IntegratedFuzzySimplicialSet
        • IntegratedCoalgebra
        • TConorm
        • FuzzyElement
        • create_fuzzy_simplex()
        • create_fuzzy_simplicial_set_from_data()
        • merge_fuzzy_simplicial_sets()
        • KanComplexVerifier
        • KanConditionType
        • KanConditionResult
        • get_training_components()
        • get_advanced_components()
        • Submodules
      • gaia.data package
        • Submodules
      • gaia.integration package
        • FCoalgebra
        • CoalgebraHomomorphism
        • Bisimulation
        • GenerativeCoalgebra
        • CoalgebraCategory
        • Endofunctor
        • PowersetFunctor
        • StreamFunctor
        • NeuralFunctor
        • create_llm_coalgebra()
        • create_diffusion_coalgebra()
        • create_transformer_coalgebra()
        • GeneralizedMetricSpace
        • EnrichedCategory
        • YonedaEmbedding
        • MetricYonedaApplications
        • UniversalRepresenter
        • create_llm_metric_space()
        • create_causal_metric_space()
        • IntegratedFuzzySet
        • IntegratedSimplex
        • IntegratedFuzzySimplicialSet
        • IntegratedCoalgebra
        • TConorm
        • FuzzyElement
        • create_fuzzy_simplex()
        • create_fuzzy_simplicial_set_from_data()
        • merge_fuzzy_simplicial_sets()
        • get_training_components()
        • get_verification_components()
      • gaia.metrics package
        • MetricTracker
      • gaia.models package
        • create_gaia_llm()
        • Submodules
      • gaia.training package
        • Subpackages
        • Submodules
      • gaia.utils package
        • set_seed()
        • Submodules
    • Submodules
      • gaia.nn module
      • gaia.pytorch_api module
  • gaia
    • gaia package
      • SimplicialFunctor
        • SimplicialFunctor.__getitem__()
        • SimplicialFunctor.__init__()
        • SimplicialFunctor.add()
        • SimplicialFunctor.create_coalgebra_structure_map()
        • SimplicialFunctor.create_morphism()
        • SimplicialFunctor.create_object()
        • SimplicialFunctor.create_triangle()
        • SimplicialFunctor.define_degeneracy()
        • SimplicialFunctor.define_face()
        • SimplicialFunctor.degeneracy()
        • SimplicialFunctor.diagnose_partial_structure()
        • SimplicialFunctor.face()
        • SimplicialFunctor.find_horns()
        • SimplicialFunctor.get_endofunctor_trajectory()
        • SimplicialFunctor.has_lift()
        • SimplicialFunctor.load_state_dict()
        • SimplicialFunctor.register_endofunctor_update()
        • SimplicialFunctor.state_dict()
        • SimplicialFunctor.verify_simplicial_identities()
      • Simplex0
        • Simplex0.dim
        • Simplex0.basis_id
        • Simplex0.__deepcopy__()
        • Simplex0.__eq__()
        • Simplex0.__hash__()
        • Simplex0.__init__()
        • Simplex0.__setattr__()
        • Simplex0.id
        • Simplex0.level
        • Simplex0.name
        • Simplex0.payload
      • Simplex1
        • Simplex1.morphism
        • Simplex1.__call__()
        • Simplex1.__eq__()
        • Simplex1.__hash__()
        • Simplex1.__init__()
        • Simplex1.codomain
        • Simplex1.components
        • Simplex1.degeneracy()
        • Simplex1.domain
        • Simplex1.eval()
        • Simplex1.face()
        • Simplex1.id
        • Simplex1.level
        • Simplex1.name
        • Simplex1.payload
        • Simplex1.to()
      • SimplexN
        • SimplexN.components
        • SimplexN.__eq__()
        • SimplexN.__hash__()
        • SimplexN.__init__()
        • SimplexN.degeneracy()
        • SimplexN.face()
        • SimplexN.id
        • SimplexN.level
        • SimplexN.name
        • SimplexN.payload
      • FuzzySet
      • FuzzySimplicialSet
      • KanComplexVerifier
        • KanComplexVerifier.__init__()
        • KanComplexVerifier.get_kan_complex_status()
        • KanComplexVerifier.suggest_improvements()
        • KanComplexVerifier.verify_all_conditions()
      • create_model()
      • get_training_components()
      • get_advanced_components()
      • version()
      • info()
      • status()
      • list_components()
      • Subpackages
        • gaia.callbacks package
        • gaia.core package
        • gaia.data package
        • gaia.integration package
        • gaia.metrics package
        • gaia.models package
        • gaia.training package
        • gaia.utils package
      • Submodules
        • gaia.nn module
        • gaia.pytorch_api module

Core Components

  • gaia.core package
    • SimplicialObject
      • SimplicialObject.level
      • SimplicialObject.name
      • SimplicialObject.payload
      • SimplicialObject.id
      • SimplicialObject.__init__()
    • Simplex0
      • Simplex0.dim
      • Simplex0.basis_id
      • Simplex0.__deepcopy__()
      • Simplex0.__eq__()
      • Simplex0.__hash__()
      • Simplex0.__init__()
      • Simplex0.__setattr__()
      • Simplex0.id
      • Simplex0.level
      • Simplex0.name
      • Simplex0.payload
    • Simplex1
      • Simplex1.morphism
      • Simplex1.__call__()
      • Simplex1.__eq__()
      • Simplex1.__hash__()
      • Simplex1.__init__()
      • Simplex1.codomain
      • Simplex1.components
      • Simplex1.degeneracy()
      • Simplex1.domain
      • Simplex1.eval()
      • Simplex1.face()
      • Simplex1.id
      • Simplex1.level
      • Simplex1.name
      • Simplex1.payload
      • Simplex1.to()
    • Simplex2
      • Simplex2.components
      • Simplex2.__eq__()
      • Simplex2.__hash__()
      • Simplex2.__init__()
      • Simplex2.degeneracy()
      • Simplex2.f
      • Simplex2.face()
      • Simplex2.g
      • Simplex2.h
      • Simplex2.horn_type()
      • Simplex2.id
      • Simplex2.is_inner_horn()
      • Simplex2.is_outer_horn()
      • Simplex2.level
      • Simplex2.name
      • Simplex2.payload
    • SimplexN
      • SimplexN.components
      • SimplexN.__eq__()
      • SimplexN.__hash__()
      • SimplexN.__init__()
      • SimplexN.degeneracy()
      • SimplexN.face()
      • SimplexN.id
      • SimplexN.level
      • SimplexN.name
      • SimplexN.payload
    • SimplicialFunctor
      • SimplicialFunctor.__getitem__()
      • SimplicialFunctor.__init__()
      • SimplicialFunctor.add()
      • SimplicialFunctor.create_coalgebra_structure_map()
      • SimplicialFunctor.create_morphism()
      • SimplicialFunctor.create_object()
      • SimplicialFunctor.create_triangle()
      • SimplicialFunctor.define_degeneracy()
      • SimplicialFunctor.define_face()
      • SimplicialFunctor.degeneracy()
      • SimplicialFunctor.diagnose_partial_structure()
      • SimplicialFunctor.face()
      • SimplicialFunctor.find_horns()
      • SimplicialFunctor.get_endofunctor_trajectory()
      • SimplicialFunctor.has_lift()
      • SimplicialFunctor.load_state_dict()
      • SimplicialFunctor.register_endofunctor_update()
      • SimplicialFunctor.state_dict()
      • SimplicialFunctor.verify_simplicial_identities()
    • MapType
      • MapType.FACE
      • MapType.DEGENERACY
      • MapType.__contains__()
      • MapType.__getitem__()
      • MapType.__iter__()
      • MapType.__len__()
    • HornError
      • HornError.__init__()
      • HornError.add_note()
      • HornError.args
      • HornError.with_traceback()
    • IntegratedFuzzySet
      • IntegratedFuzzySet.__init__()
      • IntegratedFuzzySet.alpha_cut()
      • IntegratedFuzzySet.get_membership()
      • IntegratedFuzzySet.initialize()
      • IntegratedFuzzySet.merge_with()
      • IntegratedFuzzySet.support()
      • IntegratedFuzzySet.update()
      • IntegratedFuzzySet.validate()
    • IntegratedSimplex
      • IntegratedSimplex.__class_getitem__()
      • IntegratedSimplex.__init__()
      • IntegratedSimplex.degeneracy_map()
      • IntegratedSimplex.dimension
      • IntegratedSimplex.face_map()
      • IntegratedSimplex.verify_simplicial_identities()
    • IntegratedFuzzySimplicialSet
      • IntegratedFuzzySimplicialSet.__init__()
      • IntegratedFuzzySimplicialSet.add_simplex()
      • IntegratedFuzzySimplicialSet.get_membership()
      • IntegratedFuzzySimplicialSet.initialize()
      • IntegratedFuzzySimplicialSet.merge_with()
      • IntegratedFuzzySimplicialSet.update()
      • IntegratedFuzzySimplicialSet.validate()
    • IntegratedCoalgebra
      • IntegratedCoalgebra.__class_getitem__()
      • IntegratedCoalgebra.__init__()
      • IntegratedCoalgebra.evolve()
      • IntegratedCoalgebra.initialize()
      • IntegratedCoalgebra.is_bisimilar()
      • IntegratedCoalgebra.iterate_dynamics()
      • IntegratedCoalgebra.update()
      • IntegratedCoalgebra.validate()
    • TConorm
      • TConorm.apply()
      • TConorm.MAXIMUM
      • TConorm.PROBABILISTIC
      • TConorm.LUKASIEWICZ
      • TConorm.__contains__()
      • TConorm.__getitem__()
      • TConorm.__iter__()
      • TConorm.__len__()
    • FuzzyElement
      • FuzzyElement.__init__()
      • FuzzyElement.element
      • FuzzyElement.membership
    • create_fuzzy_simplex()
    • create_fuzzy_simplicial_set_from_data()
    • merge_fuzzy_simplicial_sets()
    • KanComplexVerifier
      • KanComplexVerifier.__init__()
      • KanComplexVerifier.get_kan_complex_status()
      • KanComplexVerifier.suggest_improvements()
      • KanComplexVerifier.verify_all_conditions()
    • KanConditionType
      • KanConditionType.INNER_HORN_FILLING
      • KanConditionType.OUTER_HORN_FILLING
      • KanConditionType.LIFTING_PROPERTY
      • KanConditionType.FIBRATION_CONDITION
      • KanConditionType.HOMOTOPY_EXTENSION
      • KanConditionType.__contains__()
      • KanConditionType.__getitem__()
      • KanConditionType.__iter__()
      • KanConditionType.__len__()
    • KanConditionResult
      • KanConditionResult.__init__()
      • KanConditionResult.error_message
      • KanConditionResult.condition_type
      • KanConditionResult.simplex_id
      • KanConditionResult.simplex_name
      • KanConditionResult.horn_index
      • KanConditionResult.satisfied
      • KanConditionResult.confidence
      • KanConditionResult.verification_data
    • get_training_components()
    • get_advanced_components()
    • Submodules
      • gaia.core.abstractions module
        • CategoryObject
        • Morphism
        • Functor
        • Endofunctor
        • StructureMap
        • Coalgebra
        • FuzzyMembership
        • SimplicialStructure
        • HornFiller
        • MessagePasser
        • TrainingState
        • GAIAComponent
        • IntegratedTrainer
        • compose_morphisms()
        • create_identity_morphism()
        • verify_functor_laws()
        • ComponentRegistry
      • gaia.core.business_units module
        • CommunicationType
        • BusinessMessage
        • BusinessUnit
        • BusinessUnitHierarchy
        • create_business_hierarchy_from_model()
        • simulate_organizational_learning()
      • gaia.core.coalgebras module
        • EndofunctorProtocol
        • BackpropagationEndofunctor
        • SGDEndofunctor
        • FCoalgebra
        • CoalgebraMorphism
        • BisimulationRelation
        • FinalCoalgebra
        • CoalgebraCategory
        • create_parameter_coalgebra()
        • create_stochastic_coalgebra()
        • create_bisimulation_between_coalgebras()
        • SimplicialCoalgebra
      • gaia.core.ends_coends module
        • CategoricalIntegral
        • End
        • Coend
        • Sheaf
        • Topos
        • TopologicalEmbedding
        • CategoricalProbability
        • create_complete_gaia_system()
      • gaia.core.functor module
        • MapType
        • SimplicialError
        • HornError
        • MapConflictError
        • BasisClashError
        • FaceExpectationError
        • SimplicialObjectProtocol
        • SimplicialFunctor
      • gaia.core.fuzzy module
        • FuzzySet
        • FuzzySetMorphism
        • FuzzyCategory
        • FuzzySimplicialSet
        • FuzzySimplicialFunctor
        • create_discrete_fuzzy_set()
        • create_gaussian_fuzzy_set()
        • create_triangular_fuzzy_set()
        • TConorm
        • merge_fuzzy_simplicial_sets()
      • gaia.core.hierarchical_messaging module
        • SimplexParameters
        • LocalObjective
        • HierarchicalMessagePasser
        • create_triangle_complex()
        • create_tetrahedron_complex()
      • gaia.core.identity module
        • id_edge()
      • gaia.core.integrated_structures module
        • TConorm
        • FuzzyElement
        • IntegratedFuzzySet
        • IntegratedSimplex
        • IntegratedFuzzySimplicialSet
        • IntegratedCoalgebra
        • create_fuzzy_simplex()
        • create_fuzzy_simplicial_set_from_data()
        • merge_fuzzy_simplicial_sets()
      • gaia.core.kan_extensions module
        • Category
        • SetCategory
        • GenerativeAICategory
        • Functor
        • NeuralFunctor
        • NaturalTransformation
        • LeftKanExtension
        • RightKanExtension
        • MigrationFunctor
        • FoundationModelBuilder
        • create_llm_foundation_model()
        • create_diffusion_foundation_model()
        • create_multimodal_foundation_model()
      • gaia.core.kan_verification module
        • KanConditionType
        • KanConditionResult
        • HornFillingVerifier
        • LiftingPropertyVerifier
        • FibrationVerifier
        • KanComplexVerifier
        • verify_model_kan_conditions()
        • create_kan_verification_summary()
      • gaia.core.legacy_adapters module
        • FuzzySetAdapter
        • FuzzySimplicialSetAdapter
        • CoalgebraAdapter
        • create_legacy_fuzzy_set()
        • create_legacy_fuzzy_simplicial_set()
        • create_legacy_coalgebra()
        • merge_fuzzy_simplicial_sets()
        • FuzzySet
        • FuzzySimplicialSet
        • FCoalgebra
      • gaia.core.metric_yoneda module
        • GeneralizedMetricSpace
        • EnrichedCategory
        • YonedaEmbedding
        • MetricYonedaApplications
        • UniversalRepresenter
        • create_llm_metric_space()
        • create_causal_metric_space()
      • gaia.core.simplices module
        • SimplicialObject
        • BasisRegistry
        • Simplex0
        • SimplexN
        • Simplex1
        • Simplex2
      • gaia.core.universal_coalgebras module
        • Endofunctor
        • PowersetFunctor
        • StreamFunctor
        • NeuralFunctor
        • FCoalgebra
        • CoalgebraHomomorphism
        • Bisimulation
        • GenerativeCoalgebra
        • CoalgebraCategory
        • create_llm_coalgebra()
        • create_diffusion_coalgebra()
        • create_transformer_coalgebra()
  • gaia.models package
    • create_gaia_llm()
    • Submodules
      • gaia.models.categorical_mlp module
      • gaia.models.gaia_transformer module
        • create_gaia_llm()
  • gaia.nn module
  • gaia.data package
    • Submodules
      • gaia.data.categorical module
      • gaia.data.fuzzy_encoding module
      • gaia.data.synthetic module
        • create_synthetic_dataset()
        • create_xor_dataset()
        • create_regression_dataset()
      • gaia.data.transforms module
      • gaia.data.utils module
  • gaia.integration package
    • FCoalgebra
      • FCoalgebra.__class_getitem__()
      • FCoalgebra.__init__()
      • FCoalgebra.evolve()
      • FCoalgebra.is_fixed_point()
      • FCoalgebra.iterate()
      • FCoalgebra.name
      • FCoalgebra.carrier
      • FCoalgebra.structure_map
      • FCoalgebra.endofunctor
    • CoalgebraHomomorphism
      • CoalgebraHomomorphism.__class_getitem__()
      • CoalgebraHomomorphism.__init__()
      • CoalgebraHomomorphism.apply()
    • Bisimulation
      • Bisimulation.__class_getitem__()
      • Bisimulation.__init__()
      • Bisimulation.are_bisimilar()
    • GenerativeCoalgebra
      • GenerativeCoalgebra.__class_getitem__()
      • GenerativeCoalgebra.__init__()
      • GenerativeCoalgebra.evolve()
      • GenerativeCoalgebra.is_fixed_point()
      • GenerativeCoalgebra.iterate()
      • GenerativeCoalgebra.name
      • GenerativeCoalgebra.carrier
      • GenerativeCoalgebra.structure_map
      • GenerativeCoalgebra.endofunctor
    • CoalgebraCategory
      • CoalgebraCategory.__init__()
      • CoalgebraCategory.add_coalgebra()
      • CoalgebraCategory.add_homomorphism()
      • CoalgebraCategory.compose_morphisms()
      • CoalgebraCategory.find_bisimulations()
    • Endofunctor
      • Endofunctor.__class_getitem__()
      • Endofunctor.apply()
      • Endofunctor.fmap()
    • PowersetFunctor
      • PowersetFunctor.__class_getitem__()
      • PowersetFunctor.apply()
      • PowersetFunctor.fmap()
    • StreamFunctor
      • StreamFunctor.__class_getitem__()
      • StreamFunctor.apply()
      • StreamFunctor.fmap()
    • NeuralFunctor
      • NeuralFunctor.__class_getitem__()
      • NeuralFunctor.__init__()
      • NeuralFunctor.apply()
      • NeuralFunctor.fmap()
    • create_llm_coalgebra()
    • create_diffusion_coalgebra()
    • create_transformer_coalgebra()
    • GeneralizedMetricSpace
      • GeneralizedMetricSpace.__class_getitem__()
      • GeneralizedMetricSpace.__init__()
      • GeneralizedMetricSpace.distance()
    • EnrichedCategory
      • EnrichedCategory.__init__()
      • EnrichedCategory.add_object()
      • EnrichedCategory.categorical_coproduct()
      • EnrichedCategory.categorical_product()
      • EnrichedCategory.has_morphism()
      • EnrichedCategory.internal_hom()
      • EnrichedCategory.tensor_product()
    • YonedaEmbedding
      • YonedaEmbedding.__class_getitem__()
      • YonedaEmbedding.__init__()
      • YonedaEmbedding.embed()
      • YonedaEmbedding.presheaf_distance()
      • YonedaEmbedding.universal_property()
      • YonedaEmbedding.verify_isometry()
    • MetricYonedaApplications
      • MetricYonedaApplications.create_image_metric_space()
      • MetricYonedaApplications.create_neural_embedding_space()
      • MetricYonedaApplications.create_probability_metric_space()
      • MetricYonedaApplications.create_text_metric_space()
    • UniversalRepresenter
      • UniversalRepresenter.__init__()
      • UniversalRepresenter.compare_objects()
      • UniversalRepresenter.find_nearest_neighbors()
      • UniversalRepresenter.represent()
    • create_llm_metric_space()
    • create_causal_metric_space()
    • IntegratedFuzzySet
      • IntegratedFuzzySet.__init__()
      • IntegratedFuzzySet.alpha_cut()
      • IntegratedFuzzySet.get_membership()
      • IntegratedFuzzySet.initialize()
      • IntegratedFuzzySet.merge_with()
      • IntegratedFuzzySet.support()
      • IntegratedFuzzySet.update()
      • IntegratedFuzzySet.validate()
    • IntegratedSimplex
      • IntegratedSimplex.__class_getitem__()
      • IntegratedSimplex.__init__()
      • IntegratedSimplex.degeneracy_map()
      • IntegratedSimplex.dimension
      • IntegratedSimplex.face_map()
      • IntegratedSimplex.verify_simplicial_identities()
    • IntegratedFuzzySimplicialSet
      • IntegratedFuzzySimplicialSet.__init__()
      • IntegratedFuzzySimplicialSet.add_simplex()
      • IntegratedFuzzySimplicialSet.get_membership()
      • IntegratedFuzzySimplicialSet.initialize()
      • IntegratedFuzzySimplicialSet.merge_with()
      • IntegratedFuzzySimplicialSet.update()
      • IntegratedFuzzySimplicialSet.validate()
    • IntegratedCoalgebra
      • IntegratedCoalgebra.__class_getitem__()
      • IntegratedCoalgebra.__init__()
      • IntegratedCoalgebra.evolve()
      • IntegratedCoalgebra.initialize()
      • IntegratedCoalgebra.is_bisimilar()
      • IntegratedCoalgebra.iterate_dynamics()
      • IntegratedCoalgebra.update()
      • IntegratedCoalgebra.validate()
    • TConorm
      • TConorm.apply()
      • TConorm.MAXIMUM
      • TConorm.PROBABILISTIC
      • TConorm.LUKASIEWICZ
      • TConorm.__contains__()
      • TConorm.__getitem__()
      • TConorm.__iter__()
      • TConorm.__len__()
    • FuzzyElement
      • FuzzyElement.__init__()
      • FuzzyElement.element
      • FuzzyElement.membership
    • create_fuzzy_simplex()
    • create_fuzzy_simplicial_set_from_data()
    • merge_fuzzy_simplicial_sets()
    • get_training_components()
    • get_verification_components()

Training & Optimization

  • gaia.training package
    • Subpackages
      • gaia.training.engine package
        • Submodules
      • gaia.training.solvers package
        • Submodules
      • gaia.training.utils package
        • Submodules
    • Submodules
      • gaia.training.config module
        • OptimizationType
        • SchedulerType
        • OptimizationConfig
        • ModelConfig
        • DataConfig
        • TrainingConfig
      • gaia.training.hierarchical_message_passing module
      • gaia.training.unified_trainer module
        • GAIATrainingConfig
        • FuzzyDataEncoder
        • CoalgebraEvolution
        • HierarchicalCommunication
        • KanVerification
        • GAIATrainer
        • create_gaia_trainer()
      • gaia.training.verifiers module
  • gaia.callbacks package
    • CallbackManager
      • CallbackManager.__init__()
      • CallbackManager.on_train_begin()
      • CallbackManager.on_train_end()
      • CallbackManager.on_train_error()
      • CallbackManager.on_epoch_begin()
      • CallbackManager.on_epoch_end()
      • CallbackManager.on_batch_begin()
      • CallbackManager.on_batch_end()
    • EarlyStopping
      • EarlyStopping.__init__()
      • EarlyStopping.on_epoch_end()

Utilities

  • gaia.utils package
    • set_seed()
    • Submodules
      • gaia.utils.device module
      • gaia.utils.reproducibility module
        • set_seed()
  • gaia.pytorch_api module
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© Copyright 2025, Juan Zambrano, Sridhar Mahadevan, Enrique ter Horst. Last updated on Sep 05, 2025.