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