Primary symbols
tfl
tfl.aggregation_layer
tfl.categorical_calibration_layer
tfl.categorical_calibration_layer.CategoricalCalibrationConstraints
tfl.categorical_calibration_lib
tfl.categorical_calibration_lib.assert_constraints
tfl.categorical_calibration_lib.project
tfl.categorical_calibration_lib.verify_hyperparameters
tfl.cdf_layer
tfl.cdf_layer.create_kernel_initializer
tfl.conditional_cdf
tfl.conditional_cdf.cdf_fn
tfl.conditional_pwl_calibration
tfl.conditional_pwl_calibration.default_keypoint_input_parameters
tfl.conditional_pwl_calibration.default_keypoint_output_parameters
tfl.conditional_pwl_calibration.pwl_calibration_fn
tfl.configs
tfl.configs.AggregateFunctionConfig
tfl.configs.CalibratedLatticeConfig
tfl.configs.CalibratedLatticeEnsembleConfig
tfl.configs.CalibratedLinearConfig
tfl.configs.DominanceConfig
tfl.configs.FeatureConfig
tfl.configs.RegularizerConfig
tfl.configs.TrustConfig
tfl.configs.apply_updates
tfl.kronecker_factored_lattice_layer
tfl.kronecker_factored_lattice_layer.BiasInitializer
tfl.kronecker_factored_lattice_layer.KFLRandomMonotonicInitializer
tfl.kronecker_factored_lattice_layer.KroneckerFactoredLatticeConstraints
tfl.kronecker_factored_lattice_layer.ScaleConstraints
tfl.kronecker_factored_lattice_layer.ScaleInitializer
tfl.kronecker_factored_lattice_layer.create_kernel_initializer
tfl.kronecker_factored_lattice_layer.create_scale_initializer
tfl.kronecker_factored_lattice_lib
tfl.kronecker_factored_lattice_lib.assert_constraints
tfl.kronecker_factored_lattice_lib.bias_initializer
tfl.kronecker_factored_lattice_lib.custom_reduce_prod
tfl.kronecker_factored_lattice_lib.default_init_params
tfl.kronecker_factored_lattice_lib.evaluate_with_hypercube_interpolation
tfl.kronecker_factored_lattice_lib.finalize_scale_constraints
tfl.kronecker_factored_lattice_lib.finalize_weight_constraints
tfl.kronecker_factored_lattice_lib.kfl_random_monotonic_initializer
tfl.kronecker_factored_lattice_lib.scale_initializer
tfl.kronecker_factored_lattice_lib.verify_hyperparameters
tfl.lattice_layer
tfl.lattice_layer.LaplacianRegularizer
tfl.lattice_layer.LatticeConstraints
tfl.lattice_layer.LinearInitializer
tfl.lattice_layer.RandomMonotonicInitializer
tfl.lattice_layer.TorsionRegularizer
tfl.lattice_layer.create_kernel_initializer
tfl.lattice_lib
tfl.lattice_lib.assert_constraints
tfl.lattice_lib.batch_outer_operation
tfl.lattice_lib.compute_interpolation_weights
tfl.lattice_lib.default_init_params
tfl.lattice_lib.evaluate_with_hypercube_interpolation
tfl.lattice_lib.evaluate_with_simplex_interpolation
tfl.lattice_lib.finalize_constraints
tfl.lattice_lib.laplacian_regularizer
tfl.lattice_lib.linear_initializer
tfl.lattice_lib.project_by_dykstra
tfl.lattice_lib.random_monotonic_initializer
tfl.lattice_lib.torsion_regularizer
tfl.lattice_lib.verify_hyperparameters
tfl.layers
tfl.layers.Aggregation
tfl.layers.CDF
tfl.layers.CategoricalCalibration
tfl.layers.KroneckerFactoredLattice
tfl.layers.Lattice
tfl.layers.Linear
tfl.layers.PWLCalibration
tfl.layers.ParallelCombination
tfl.layers.RTL
tfl.linear_layer
tfl.linear_layer.LinearConstraints
tfl.linear_lib
tfl.linear_lib.assert_constraints
tfl.linear_lib.project
tfl.linear_lib.verify_hyperparameters
tfl.model_info
tfl.model_info.CategoricalCalibrationNode
tfl.model_info.InputFeatureNode
tfl.model_info.KroneckerFactoredLatticeNode
tfl.model_info.LatticeNode
tfl.model_info.LinearNode
tfl.model_info.MeanNode
tfl.model_info.ModelGraph
tfl.model_info.PWLCalibrationNode
tfl.parallel_combination_layer
tfl.premade
tfl.premade.AggregateFunction
tfl.premade.CalibratedLattice
tfl.premade.CalibratedLatticeEnsemble
tfl.premade.CalibratedLinear
tfl.premade.get_custom_objects
tfl.premade.premade_lib
tfl.premade.premade_lib.LayerOutputRange
tfl.premade.premade_lib.build_aggregation_layer
tfl.premade.premade_lib.build_calibrated_lattice_ensemble_layer
tfl.premade.premade_lib.build_calibration_layers
tfl.premade.premade_lib.build_input_layer
tfl.premade.premade_lib.build_lattice_ensemble_layer
tfl.premade.premade_lib.build_lattice_layer
tfl.premade.premade_lib.build_linear_combination_layer
tfl.premade.premade_lib.build_linear_layer
tfl.premade.premade_lib.build_multi_unit_calibration_layers
tfl.premade.premade_lib.build_output_calibration_layer
tfl.premade.premade_lib.build_rtl_layer
tfl.premade.premade_lib.compute_feature_keypoints
tfl.premade.premade_lib.compute_keypoints
tfl.premade.premade_lib.compute_label_keypoints
tfl.premade.premade_lib.construct_prefitting_model_config
tfl.premade.premade_lib.set_categorical_monotonicities
tfl.premade.premade_lib.set_crystals_lattice_ensemble
tfl.premade.premade_lib.set_feature_keypoints
tfl.premade.premade_lib.set_label_keypoints
tfl.premade.premade_lib.set_random_lattice_ensemble
tfl.premade.premade_lib.verify_config
tfl.premade_lib
tfl.premade_lib.LayerOutputRange
tfl.premade_lib.build_aggregation_layer
tfl.premade_lib.build_calibrated_lattice_ensemble_layer
tfl.premade_lib.build_calibration_layers
tfl.premade_lib.build_input_layer
tfl.premade_lib.build_lattice_ensemble_layer
tfl.premade_lib.build_lattice_layer
tfl.premade_lib.build_linear_combination_layer
tfl.premade_lib.build_linear_layer
tfl.premade_lib.build_multi_unit_calibration_layers
tfl.premade_lib.build_output_calibration_layer
tfl.premade_lib.build_rtl_layer
tfl.premade_lib.compute_feature_keypoints
tfl.premade_lib.compute_keypoints
tfl.premade_lib.compute_label_keypoints
tfl.premade_lib.construct_prefitting_model_config
tfl.premade_lib.set_categorical_monotonicities
tfl.premade_lib.set_crystals_lattice_ensemble
tfl.premade_lib.set_feature_keypoints
tfl.premade_lib.set_label_keypoints
tfl.premade_lib.set_random_lattice_ensemble
tfl.premade_lib.verify_config
tfl.pwl_calibration_layer
tfl.pwl_calibration_layer.HessianRegularizer
tfl.pwl_calibration_layer.LaplacianRegularizer
tfl.pwl_calibration_layer.NaiveBoundsConstraints
tfl.pwl_calibration_layer.PWLCalibrationConstraints
tfl.pwl_calibration_layer.UniformOutputInitializer
tfl.pwl_calibration_layer.WrinkleRegularizer
tfl.pwl_calibration_lib
tfl.pwl_calibration_lib.BoundConstraintsType
tfl.pwl_calibration_lib.assert_constraints
tfl.pwl_calibration_lib.compute_interpolation_weights
tfl.pwl_calibration_lib.convert_all_constraints
tfl.pwl_calibration_lib.linear_initializer
tfl.pwl_calibration_lib.project_all_constraints
tfl.pwl_calibration_lib.verify_hyperparameters
tfl.test_utils
tfl.test_utils.TimeTracker
tfl.test_utils.get_hypercube_interpolation_fn
tfl.test_utils.get_linear_lattice_interpolation_fn
tfl.test_utils.run_training_loop
tfl.test_utils.sample_uniformly
tfl.test_utils.two_dim_mesh_grid
tfl.utils
tfl.utils.canonicalize_convexity
tfl.utils.canonicalize_input_bounds
tfl.utils.canonicalize_monotonicities
tfl.utils.canonicalize_monotonicity
tfl.utils.canonicalize_trust
tfl.utils.canonicalize_unimodalities
tfl.utils.count_non_zeros