Index

_

__getstate__() (d3m.base.primitives.TabularSplitPrimitiveBase method) (d3m.container.pandas.DataFrame method) (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Hyperparams method) (d3m.primitive_interfaces.base.PrimitiveBase method) __setstate__() (d3m.base.primitives.TabularSplitPrimitiveBase method) (d3m.container.list.List method) (d3m.container.numpy.ndarray method) (d3m.container.pandas.DataFrame method) (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Hyperparams method) (d3m.primitive_interfaces.base.PrimitiveBase method)

A

AbstractMetaclass (class in d3m.utils) ACCURACY (d3m.metadata.problem.PerformanceMetric attribute) ACCURACY_SCORE (d3m.metadata.base.PrimitiveAlgorithmType attribute) AccuracyMetric (class in d3m.metrics) ADABOOST (d3m.metadata.base.PrimitiveAlgorithmType attribute) ADAPTIVE_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) add_argument() (d3m.metadata.pipeline.PrimitiveStep method) add_hyperparameter() (d3m.metadata.pipeline.PrimitiveStep method) add_input() (d3m.metadata.pipeline.Pipeline method) (d3m.metadata.pipeline.PlaceholderStep method) (d3m.metadata.pipeline.SubpipelineStep method) add_input_dataset() (d3m.metadata.pipeline_run.PipelineRun method) add_method_call_to_primitive_step() (d3m.metadata.pipeline_run.PipelineRun method) add_output() (d3m.metadata.pipeline.Pipeline method) (d3m.metadata.pipeline.PlaceholderStep method) (d3m.metadata.pipeline.PrimitiveStep method) (d3m.metadata.pipeline.SubpipelineStep method) add_primitive_step() (d3m.metadata.pipeline_run.PipelineRun method) add_semantic_type() (d3m.metadata.base.DataMetadata method) add_step() (d3m.metadata.pipeline.Pipeline method) add_subpipeline_step() (d3m.metadata.pipeline_run.PipelineRun method) add_user() (d3m.metadata.pipeline.Pipeline method) (d3m.metadata.pipeline.PrimitiveStep method) address() (d3m.primitive_interfaces.base.DockerContainer property) AGGREGATE_FUNCTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) algorithm_types (d3m.metadata.hyperparams.Primitive attribute) align() (d3m.metrics.Metric class method)

ALMEIDA_PINEDA_RECURRENT_BACKPROPAGATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) ALOPEX (d3m.metadata.base.PrimitiveAlgorithmType attribute) AlreadyExistsError ALTERNATING_DECISION_TREE (d3m.metadata.base.PrimitiveAlgorithmType attribute) ALWAYS (d3m.container.dataset.ComputeDigest attribute) ANT_COLONY_OPTIMIZATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) append_columns() (d3m.container.pandas.DataFrame method) (d3m.metadata.base.DataMetadata method) APPROXIMATE_DATA_AUGMENTATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) argument() (d3m.deprecate.Context property) arguments (d3m.metadata.pipeline.PrimitiveStep attribute) arguments() (in module d3m.deprecate) ArgumentType (class in d3m.metadata.base) ARRAY_CONCATENATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) ARRAY_SLICING (d3m.metadata.base.PrimitiveAlgorithmType attribute) ascending (d3m.metadata.hyperparams.SortedList attribute) (d3m.metadata.hyperparams.SortedSet attribute) ASSOCIATION_RULE_LEARNING (d3m.metadata.base.PrimitiveAlgorithmType attribute) ASSOCIATIVE_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) attr_doc_inherit() (d3m.utils.Metaclass static method) ATTRACTOR_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) AUDIO (d3m.metadata.problem.TaskKeyword attribute) AUDIO_MIXING (d3m.metadata.base.PrimitiveAlgorithmType attribute) AUDIO_STREAM_MANIPULATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) AUGMENTED_LAGRANGIAN_METHOD (d3m.metadata.base.PrimitiveAlgorithmType attribute) AUTOENCODER (d3m.metadata.base.PrimitiveAlgorithmType attribute) AUTOREGRESSIVE_INTEGRATED_MOVING_AVERAGE (d3m.metadata.base.PrimitiveAlgorithmType attribute)

B

backward() (d3m.primitive_interfaces.base.GradientCompositionalityMixin method) BACKWARD_DIFFERENCE_CODING (d3m.metadata.base.PrimitiveAlgorithmType attribute) BAG_OF_TRICKS (d3m.metadata.base.PrimitiveAlgorithmType attribute) BAG_OF_WORDS_MODEL (d3m.metadata.base.PrimitiveAlgorithmType attribute) BATCH_NORMALIZATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) BAYESIAN_LINEAR_REGRESSION (d3m.metadata.base.PrimitiveAlgorithmType attribute) BAYESIAN_MODEL_AVERAGING (d3m.metadata.base.PrimitiveAlgorithmType attribute) BAYESIAN_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) BAYESIAN_OPTIMIZATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) BELIEF_PROPAGATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) BERT (d3m.metadata.base.PrimitiveAlgorithmType attribute) BINARY (d3m.metadata.problem.TaskKeyword attribute)

BINARY_CLASSIFICATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) BIRCH (d3m.metadata.base.PrimitiveAlgorithmType attribute) BOLTZMANN_MACHINE (d3m.metadata.base.PrimitiveAlgorithmType attribute) BOOSTING (d3m.metadata.base.PrimitiveAlgorithmType attribute) BOOTSTRAP_AGGREGATING (d3m.metadata.base.PrimitiveAlgorithmType attribute) BOOTSTRAPPING (d3m.metadata.base.PrimitiveAlgorithmType attribute) Bounded (class in d3m.metadata.hyperparams) BRANCH_AND_BOUND (d3m.metadata.base.PrimitiveAlgorithmType attribute) BREADTH_FIRST_SEARCH (d3m.metadata.base.PrimitiveAlgorithmType attribute) BRIER_SCORE (d3m.metadata.base.PrimitiveAlgorithmType attribute) BROOKS_IYENGAR (d3m.metadata.base.PrimitiveAlgorithmType attribute) BROWNBOOST (d3m.metadata.base.PrimitiveAlgorithmType attribute)

C

C45 (d3m.metadata.base.PrimitiveAlgorithmType attribute) C50 (d3m.metadata.base.PrimitiveAlgorithmType attribute) CallbackHandler (class in d3m.utils) CallResult (class in d3m.primitive_interfaces.base) can_accept_value_type() (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Hyperparams class method) (d3m.metadata.hyperparams.Primitive method) CANONICAL_CORRELATION_ANALYSIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) CASCADE_CORRELATION_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) CASE_BASED_REASONING (d3m.metadata.base.PrimitiveAlgorithmType attribute) CATEGORY_ENCODER (d3m.metadata.base.PrimitiveAlgorithmType attribute) CAUSAL_ANALYSIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) check() (d3m.metadata.base.DataMetadata method) (d3m.metadata.pipeline.Pipeline method) check_add() (d3m.metadata.pipeline.PlaceholderStep method) (d3m.metadata.pipeline.PrimitiveStep method) (d3m.metadata.pipeline.SubpipelineStep method) check_immutable() (in module d3m.utils) check_selector() (d3m.metadata.base.DataMetadata class method) check_success() (d3m.runtime.MultiResult method) (d3m.runtime.Result method) check_type() (d3m.metadata.hyperparams.Hyperparameter method) Choice (class in d3m.metadata.hyperparams) choices (d3m.metadata.hyperparams.Choice attribute) class_doc_inherit() (d3m.utils.Metaclass static method) CLASSIFICATION (d3m.metadata.base.PrimitiveFamily attribute) (d3m.metadata.problem.TaskKeyword attribute) CLASSIFIER_CHAINS (d3m.metadata.base.PrimitiveAlgorithmType attribute) clear() (d3m.metadata.base.DataMetadata method) (d3m.metadata.base.PrimitiveMetadata method) (d3m.metadata.hyperparams.Hyperparams method) (d3m.metadata.params.Params method) close() (d3m.utils.StreamToLogger method) CLUSTERING (d3m.metadata.base.PrimitiveFamily attribute) (d3m.metadata.problem.TaskKeyword attribute) ClusteringDistanceMatrixMixin (class in d3m.primitive_interfaces.clustering) ClusteringLearnerPrimitiveBase (class in d3m.primitive_interfaces.clustering) ClusteringTransformerPrimitiveBase (class in d3m.primitive_interfaces.clustering) CN2 (d3m.metadata.base.PrimitiveAlgorithmType attribute) COBWEB (d3m.metadata.base.PrimitiveAlgorithmType attribute) COEFFICIENT_OF_DETERMINATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) COLLABORATIVE_FILTERING (d3m.metadata.base.PrimitiveFamily attribute) (d3m.metadata.problem.TaskKeyword attribute) COLOR_SPACE_CONVERSION (d3m.metadata.base.PrimitiveAlgorithmType attribute) COLUMN (d3m.metadata.base.ForeignKeyType attribute) ColumnNameError columns_sum() (in module d3m.utils) combine_columns() (in module d3m.base.utils) combine_columns_metadata() (in module d3m.base.utils)

combine_folds() (in module d3m.runtime) combine_pipeline_runs() (in module d3m.runtime) combine_random_seed() (in module d3m.runtime) COMMITTEE_MACHINE (d3m.metadata.base.PrimitiveAlgorithmType attribute) COMMUNITY_DETECTION (d3m.metadata.base.PrimitiveFamily attribute) (d3m.metadata.problem.TaskKeyword attribute) COMPOSITIONAL_PATTERN_PRODUCING_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) compute_digest() (in module d3m.utils) compute_hash_id() (in module d3m.utils) ComputeDigest (class in d3m.container.dataset) COMPUTER_ALGEBRA (d3m.metadata.base.PrimitiveAlgorithmType attribute) ComputeScoresPrimitive (class in d3m.contrib.primitives.compute_scores) CONDITIONAL_RANDOM_FIELD (d3m.metadata.base.PrimitiveAlgorithmType attribute) configuration (d3m.metadata.hyperparams.Hyperparams attribute) (d3m.metadata.hyperparams.Union attribute) configure_parser() (in module d3m.cli) Constant (class in d3m.metadata.hyperparams) construct_file_uri() (in module d3m.base.utils) CONTAINER (d3m.metadata.base.ArgumentType attribute) Context (class in d3m.deprecate) (class in d3m.metadata.base) context (d3m.runtime.Runtime attribute) CONTEXTUAL_BANDIT (d3m.metadata.base.PrimitiveAlgorithmType attribute) continue_fit() (d3m.primitive_interfaces.base.ContinueFitMixin method) ContinueFitMixin (class in d3m.primitive_interfaces.base) contribute_to_class() (d3m.metadata.base.PrimitiveMetadata method) (d3m.metadata.hyperparams.Choice method) (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Union method) CONVOLUTIONAL_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) CONVOLUTIONAL_NEURAL_NETWORK_LAYER (d3m.metadata.base.PrimitiveAlgorithmType attribute) COORDINATE_DESCENT (d3m.metadata.base.PrimitiveAlgorithmType attribute) copy() (d3m.container.dataset.Dataset method) (d3m.container.list.List method) (d3m.metadata.problem.Problem method) CORRELATION_CLUSTERING (d3m.metadata.base.PrimitiveAlgorithmType attribute) CORTICAL_LEARNING (d3m.metadata.base.PrimitiveAlgorithmType attribute) COTRAINING (d3m.metadata.base.PrimitiveAlgorithmType attribute) crawl_openml() (in module d3m.contrib.openml.crawler) crawl_openml_handler() (in module d3m.contrib.openml.crawler) crawl_openml_task() (in module d3m.contrib.openml.crawler) create_enum_from_json_schema_enum() (in module d3m.utils) created (d3m.metadata.pipeline.Pipeline attribute) CROSS_ENTROPY (d3m.metadata.base.PrimitiveAlgorithmType attribute) CROSS_ENTROPY_METHOD (d3m.metadata.base.PrimitiveAlgorithmType attribute) CROSS_VALIDATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) CULTURAL_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) current_git_commit() (in module d3m.utils) current_step (d3m.runtime.Runtime attribute)

D

d3m module d3m.base module d3m.base.primitives module d3m.base.utils module d3m.cli module d3m.container module d3m.container.dataset module d3m.container.list module d3m.container.numpy module d3m.container.pandas module d3m.container.utils module d3m.contrib module d3m.contrib.openml module d3m.contrib.openml.crawler module d3m.contrib.pipelines module d3m.contrib.primitives module d3m.contrib.primitives.base module d3m.contrib.primitives.compute_scores module d3m.contrib.primitives.null module d3m.deprecate module d3m.environment_variables module d3m.exceptions module d3m.index module d3m.metadata module d3m.metadata.base module d3m.metadata.hyperparams module d3m.metadata.params module d3m.metadata.pipeline module d3m.metadata.pipeline_run module d3m.metadata.primitive_names module d3m.metadata.problem module d3m.metrics module d3m.namespace module d3m.primitive_interfaces module d3m.primitive_interfaces.base module d3m.primitive_interfaces.clustering module d3m.primitive_interfaces.distance module d3m.primitive_interfaces.featurization module d3m.primitive_interfaces.generator module d3m.primitive_interfaces.supervised_learning module

d3m.primitive_interfaces.transformer module d3m.primitive_interfaces.unsupervised_learning module d3m.runtime module d3m.types module d3m.utils module DATA (d3m.metadata.base.ArgumentType attribute) DATA_AUGMENTATION (d3m.metadata.base.PrimitiveFamily attribute) DATA_CLEANING (d3m.metadata.base.PrimitiveFamily attribute) DATA_COMPRESSION (d3m.metadata.base.PrimitiveFamily attribute) DATA_CONVERSION (d3m.metadata.base.PrimitiveAlgorithmType attribute) DATA_DENORMALIZATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) DATA_GENERATION (d3m.metadata.base.PrimitiveFamily attribute) DATA_MAPPING (d3m.metadata.base.PrimitiveAlgorithmType attribute) DATA_NORMALIZATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) data_params() (d3m.runtime.InputsConfig property) data_pipeline() (d3m.runtime.InputsConfig property) DATA_PREPROCESSING (d3m.metadata.base.PrimitiveFamily attribute) DATA_PROFILING (d3m.metadata.base.PrimitiveAlgorithmType attribute) data_random_seed() (d3m.runtime.InputsConfig property) DATA_RETRIEVAL (d3m.metadata.base.PrimitiveAlgorithmType attribute) DATA_SPLITTING (d3m.metadata.base.PrimitiveAlgorithmType attribute) DATA_STREAM_CLUSTERING (d3m.metadata.base.PrimitiveAlgorithmType attribute) DATA_STREAM_MINING (d3m.metadata.base.PrimitiveAlgorithmType attribute) DATA_STRUCTURE_ALIGNMENT (d3m.metadata.base.PrimitiveAlgorithmType attribute) DATA_TRANSFORMATION (d3m.metadata.base.PrimitiveFamily attribute) DATA_VALIDATION (d3m.metadata.base.PrimitiveFamily attribute) data_values (d3m.runtime.Runtime attribute) DataFrame (class in d3m.container.pandas) DataMetadata (class in d3m.metadata.base) Dataset (class in d3m.container.dataset) dataset_configure_parser() (in module d3m.cli) dataset_handler() (in module d3m.cli) DatasetNotFoundError DatasetSplitPrimitiveBase (class in d3m.base.primitives) DatasetUriNotSupportedError datetime_for_json() (in module d3m.utils) DBSCAN (d3m.metadata.base.PrimitiveAlgorithmType attribute) DECISION_STUMP (d3m.metadata.base.PrimitiveAlgorithmType attribute) DECISION_TREE (d3m.metadata.base.PrimitiveAlgorithmType attribute) DEEP_BELIEF_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) DEEP_FEATURE_SYNTHESIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) DEEP_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) default() (d3m.utils.JsonEncoder method) defaults() (d3m.metadata.hyperparams.Hyperparams class method) define() (d3m.metadata.hyperparams.Hyperparams class method) DEINTERLACING (d3m.metadata.base.PrimitiveAlgorithmType attribute) DENSE_NEURAL_NETWORK_LAYER (d3m.metadata.base.PrimitiveAlgorithmType attribute) description (d3m.metadata.hyperparams.Constant attribute) (d3m.metadata.hyperparams.Hyperparameter attribute) (d3m.metadata.hyperparams.UniformBool attribute) (d3m.metadata.pipeline.Pipeline attribute) DigestMismatchError DIGITAL_IMAGE_PROCESSING (d3m.metadata.base.PrimitiveFamily attribute) DIGITAL_SIGNAL_PROCESSING (d3m.metadata.base.PrimitiveFamily attribute) DIMENSIONALITY_REDUCTION (d3m.metadata.base.PrimitiveFamily attribute) DimensionalityMismatchError DISCRETIZATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) DOCKER (d3m.metadata.base.PrimitiveInstallationType attribute) docker_containers (d3m.base.primitives.DatasetSplitPrimitiveBase attribute) (d3m.base.primitives.TabularSplitPrimitiveBase attribute) (d3m.primitive_interfaces.base.PrimitiveBase attribute) (d3m.primitive_interfaces.clustering.ClusteringLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.clustering.ClusteringTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.distance.PairwiseDistanceLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.distance.PairwiseDistanceTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.featurization.FeaturizationLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.featurization.FeaturizationTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.generator.GeneratorPrimitiveBase attribute) (d3m.primitive_interfaces.supervised_learning.SupervisedLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.transformer.TransformerPrimitiveBase attribute) (d3m.primitive_interfaces.unsupervised_learning.UnsupervisedLearnerPrimitiveBase attribute) DockerContainer (class in d3m.primitive_interfaces.base) DPLL (d3m.metadata.base.PrimitiveAlgorithmType attribute) DROPOUT (d3m.metadata.base.PrimitiveAlgorithmType attribute) DYNAMIC_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) DYNAMIC_TIME_WARPING (d3m.metadata.base.PrimitiveAlgorithmType attribute)

E

EAGER_LEARNING (d3m.metadata.base.PrimitiveAlgorithmType attribute) ECHO_STATE_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) ECLAT (d3m.metadata.base.PrimitiveAlgorithmType attribute) EDGE_ATTRIBUTE (d3m.metadata.base.ForeignKeyType attribute) EDGERANK (d3m.metadata.base.PrimitiveAlgorithmType attribute) ELASTIC_NET_REGULARIZATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) elements (d3m.metadata.hyperparams.List attribute) (d3m.metadata.hyperparams.Set attribute) emit() (d3m.utils.CallbackHandler method) ENCODE_BINARY (d3m.metadata.base.PrimitiveAlgorithmType attribute) ENCODE_ONE_HOT (d3m.metadata.base.PrimitiveAlgorithmType attribute) ENCODE_ORDINAL (d3m.metadata.base.PrimitiveAlgorithmType attribute) ENCODE_UNARY (d3m.metadata.base.PrimitiveAlgorithmType attribute) ENSEMBLE_LEARNING (d3m.metadata.base.PrimitiveAlgorithmType attribute) ensure_uri_ends_with_slash() (in module d3m.utils) Enum (class in d3m.utils) enum_validator() (in module d3m.utils) EnumArgProxy (class in d3m.utils)

Enumeration (class in d3m.metadata.hyperparams) EnumMeta (class in d3m.utils) environment (d3m.runtime.Runtime attribute) equals() (d3m.metadata.pipeline.Pipeline method) EQUI_JOIN (d3m.metadata.base.PrimitiveAlgorithmType attribute) evaluate() (in module d3m.runtime) evaluate_fold() (in module d3m.runtime) evaluate_handler() (in module d3m.runtime) evaluate_with_prepared_data() (in module d3m.runtime) EVALUATION (d3m.metadata.base.Context attribute) (d3m.metadata.base.PrimitiveFamily attribute) EVOLUTIONARY_ACQUISITION_OF_NEURAL_TOPOLOGIES (d3m.metadata.base.PrimitiveAlgorithmType attribute) EVOLUTIONARY_MULTIMODAL_OPTIMIZATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) Evolver (class in d3m.utils) evolver() (d3m.utils.PMap method) EXPECTATION_MAXIMIZATION_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) export_dataframe() (in module d3m.runtime) EXTENSION_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) EXTREME_LEARNING_MACHINE (d3m.metadata.base.PrimitiveAlgorithmType attribute)

F

F1 (d3m.metadata.problem.PerformanceMetric attribute) F1_MACRO (d3m.metadata.problem.PerformanceMetric attribute) F1_MICRO (d3m.metadata.problem.PerformanceMetric attribute) F1_SCORE (d3m.metadata.base.PrimitiveAlgorithmType attribute) F1MacroMetric (class in d3m.metrics) F1Metric (class in d3m.metrics) F1MicroMetric (class in d3m.metrics) FALSE_NEAREST_NEIGHBOR (d3m.metadata.base.PrimitiveAlgorithmType attribute) FASTICA (d3m.metadata.base.PrimitiveAlgorithmType attribute) FEATURE_CONSTRUCTION (d3m.metadata.base.PrimitiveFamily attribute) FEATURE_EXTRACTION (d3m.metadata.base.PrimitiveFamily attribute) FEATURE_SCALING (d3m.metadata.base.PrimitiveAlgorithmType attribute) FEATURE_SELECTION (d3m.metadata.base.PrimitiveFamily attribute) FeaturizationLearnerPrimitiveBase (class in d3m.primitive_interfaces.featurization) FeaturizationTransformerPrimitiveBase (class in d3m.primitive_interfaces.featurization) FEEDFORWARD_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) FELLEGI_SUNTER_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) FILE (d3m.metadata.base.PrimitiveInstallationType attribute) FILE_MANIPULATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) filename() (d3m.deprecate.Context property) fileno() (d3m.utils.StreamToLogger method) FileReaderPrimitiveBase (class in d3m.base.primitives) FileType (class in d3m.utils) filter_local_location_uris() (in module d3m.utils) FISHER_KERNEL (d3m.metadata.base.PrimitiveAlgorithmType attribute) FIT (d3m.metadata.base.PipelineRunPhase attribute) fit() (d3m.base.primitives.TabularSplitPrimitiveBase method) (d3m.contrib.primitives.null.NullDataFrameUnsupervisedLearnerPrimitive method) (d3m.contrib.primitives.null.NullUnsupervisedLearnerPrimitive method) (d3m.primitive_interfaces.base.PrimitiveBase method) (d3m.primitive_interfaces.transformer.TransformerPrimitiveBase method) (d3m.runtime.Runtime method) (in module d3m.runtime)

fit_handler() (in module d3m.runtime) fit_multi_produce() (d3m.base.primitives.TabularSplitPrimitiveBase method) (d3m.contrib.primitives.compute_scores.ComputeScoresPrimitive method) (d3m.primitive_interfaces.base.PrimitiveBase method) (d3m.primitive_interfaces.distance.PairwiseDistanceLearnerPrimitiveBase method) (d3m.primitive_interfaces.distance.PairwiseDistanceTransformerPrimitiveBase method) (d3m.primitive_interfaces.generator.GeneratorPrimitiveBase method) (d3m.primitive_interfaces.transformer.TransformerPrimitiveBase method) (d3m.primitive_interfaces.unsupervised_learning.UnsupervisedLearnerPrimitiveBase method) fit_produce_handler() (in module d3m.runtime) fit_score_handler() (in module d3m.runtime) fix_uri() (in module d3m.utils) FLATTEN_NEURAL_NETWORK_LAYER (d3m.metadata.base.PrimitiveAlgorithmType attribute) flush() (d3m.utils.StreamToLogger method) FORECASTING (d3m.metadata.problem.TaskKeyword attribute) ForeignKeyType (class in d3m.metadata.base) forward() (d3m.primitive_interfaces.base.GradientCompositionalityMixin method) FORWARD_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) FORWARD_BACKWARD_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) FORWARD_DIFFERENCE_CODING (d3m.metadata.base.PrimitiveAlgorithmType attribute) FRANK_WOLFE_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) FREQUENCY_TRANSFORM (d3m.metadata.base.PrimitiveAlgorithmType attribute) from_json() (d3m.metadata.pipeline.Pipeline class method) from_json_structure() (d3m.metadata.pipeline.Pipeline class method) (d3m.metadata.pipeline.PlaceholderStep class method) (d3m.metadata.pipeline.PrimitiveStep class method) (d3m.metadata.pipeline.SubpipelineStep class method) (d3m.metadata.problem.Problem class method) from_reversible_json_structure() (in module d3m.utils) from_simple_structure() (d3m.metadata.problem.Problem class method) from_yaml() (d3m.metadata.pipeline.Pipeline class method) function() (d3m.deprecate.Context property) (in module d3m.deprecate) FUZZY_CLUSTERING (d3m.metadata.base.PrimitiveAlgorithmType attribute)

G

GAUSSIAN_BLUR (d3m.metadata.base.PrimitiveAlgorithmType attribute) GAUSSIAN_PROCESS (d3m.metadata.base.PrimitiveAlgorithmType attribute) GENERALIZED_HEBBIAN_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) generate() (d3m.metadata.base.DataMetadata method) GENERATIVE_TOPOGRAPHIC_MAP (d3m.metadata.base.PrimitiveAlgorithmType attribute) GeneratorPrimitiveBase (class in d3m.primitive_interfaces.generator) GenericMetaclass (class in d3m.utils) GENETIC_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) GENETIC_ALGORITHM_FOR_RULE_SET_PRODUCTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) GENETIC_PROGRAMMING (d3m.metadata.base.PrimitiveAlgorithmType attribute) GENETIC_SCALE_RECURRENT_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) GEOSPATIAL (d3m.metadata.problem.TaskKeyword attribute) get_all_hyperparams() (d3m.metadata.pipeline.Pipeline method) (d3m.metadata.pipeline.PlaceholderStep method) (d3m.metadata.pipeline.PrimitiveStep method) (d3m.metadata.pipeline.SubpipelineStep method) get_available_data_references() (d3m.metadata.pipeline.Pipeline method) get_column_index_from_column_name() (d3m.metadata.base.DataMetadata method) get_column_references_by_column_index() (d3m.container.dataset.Dataset method) (d3m.metadata.base.DataMetadata method) get_columns_to_use() (in module d3m.base.utils) get_columns_with_semantic_type() (d3m.metadata.base.DataMetadata method) get_datasets_and_problems() (in module d3m.utils) get_default() (d3m.metadata.hyperparams.Choice method) (d3m.metadata.hyperparams.Hyperparameter method) get_dict_path() (in module d3m.utils) get_digest() (d3m.metadata.pipeline.Pipeline method) (d3m.metadata.problem.Problem method) get_elements_with_semantic_type() (d3m.metadata.base.DataMetadata method) get_exposable_data_references() (d3m.metadata.pipeline.PlaceholderStep method) (d3m.metadata.pipeline.PrimitiveStep method) (d3m.metadata.pipeline.SubpipelineStep method) get_exposable_outputs() (d3m.metadata.pipeline.Pipeline method) get_free_hyperparams() (d3m.metadata.pipeline.Pipeline method) (d3m.metadata.pipeline.PlaceholderStep method) (d3m.metadata.pipeline.PrimitiveStep method) (d3m.metadata.pipeline.SubpipelineStep method) get_full_name() (in module d3m.utils) get_hyperparams() (d3m.metadata.base.PrimitiveMetadata method) get_id() (d3m.metadata.pipeline_run.PipelineRun method) get_index_column() (d3m.metrics.Metric class method) get_index_columns() (d3m.metadata.base.DataMetadata method) get_input_data_references() (d3m.metadata.pipeline.PlaceholderStep method) (d3m.metadata.pipeline.PrimitiveStep method) (d3m.metadata.pipeline.SubpipelineStep method) get_loaded_primitives() (in module d3m.index) get_loss_functions() (d3m.primitive_interfaces.base.LossFunctionMixin method) get_max_samples() (d3m.metadata.hyperparams.Bounded method) (d3m.metadata.hyperparams.Choice method) (d3m.metadata.hyperparams.Enumeration method) (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Hyperparams class method) (d3m.metadata.hyperparams.List method) (d3m.metadata.hyperparams.LogNormal method) (d3m.metadata.hyperparams.LogUniform method) (d3m.metadata.hyperparams.Normal method) (d3m.metadata.hyperparams.Primitive method) (d3m.metadata.hyperparams.Set method) (d3m.metadata.hyperparams.SortedList method) (d3m.metadata.hyperparams.Uniform method) (d3m.metadata.hyperparams.UniformInt method) (d3m.metadata.hyperparams.Union method)

get_method_call_logging_callback() (d3m.metadata.pipeline_run.PipelineRun method) get_metrics_from_list() (in module d3m.runtime) get_metrics_from_problem_description() (in module d3m.runtime) get_neural_network_module() (d3m.primitive_interfaces.base.NeuralNetworkModuleMixin method) get_neural_network_object() (d3m.primitive_interfaces.base.NeuralNetworkObjectMixin method) get_output_data_references() (d3m.metadata.pipeline.PlaceholderStep method) (d3m.metadata.pipeline.PrimitiveStep method) (d3m.metadata.pipeline.SubpipelineStep method) get_params() (d3m.base.primitives.TabularSplitPrimitiveBase method) (d3m.contrib.primitives.null.NullDataFrameUnsupervisedLearnerPrimitive method) (d3m.contrib.primitives.null.NullUnsupervisedLearnerPrimitive method) (d3m.primitive_interfaces.base.PrimitiveBase method) (d3m.primitive_interfaces.transformer.TransformerPrimitiveBase method) (d3m.runtime.Runtime method) get_pipeline() (d3m.metadata.pipeline.Resolver method) get_pipeline_class() (d3m.metadata.pipeline.Resolver class method) get_pipeline_id() (d3m.metadata.pipeline.SubpipelineStep method) get_primitive() (d3m.metadata.pipeline.Resolver method) (in module d3m.index) get_primitive_by_id() (in module d3m.index) get_primitive_hyperparams() (d3m.metadata.pipeline.PrimitiveStep method) get_primitive_id() (d3m.metadata.pipeline.PrimitiveStep method) get_producing_outputs() (d3m.metadata.pipeline.Pipeline method) get_rank_column() (d3m.metrics.Metric class method) get_relations_graph() (d3m.container.dataset.Dataset method) get_score_column() (d3m.metrics.Metric class method) get_singleton_value() (in module d3m.runtime) get_standard_pipeline_output() (d3m.runtime.Result method) get_step_type() (d3m.metadata.pipeline.PlaceholderStep class method) (d3m.metadata.pipeline.PrimitiveStep class method) (d3m.metadata.pipeline.SubpipelineStep class method) get_tabular_resource() (in module d3m.base.utils) get_tabular_resource_metadata() (in module d3m.base.utils) get_target_columns() (d3m.metrics.Metric class method) get_type_arguments() (in module d3m.utils) get_type_hints() (in module d3m.utils) get_volumes() (d3m.metadata.base.PrimitiveMetadata method) global_randomness_warning (class in d3m.utils) GLOVE (d3m.metadata.base.PrimitiveAlgorithmType attribute) GRADIENT_BOOSTING (d3m.metadata.base.PrimitiveAlgorithmType attribute) GRADIENT_DESCENT (d3m.metadata.base.PrimitiveAlgorithmType attribute) gradient_output() (d3m.primitive_interfaces.base.GradientCompositionalityMixin method) gradient_params() (d3m.primitive_interfaces.base.GradientCompositionalityMixin method) GradientCompositionalityMixin (class in d3m.primitive_interfaces.base) Gradients (class in d3m.primitive_interfaces.base) GRAPH (d3m.metadata.problem.TaskKeyword attribute) GRAPH_CLUSTERING (d3m.metadata.base.PrimitiveFamily attribute) GRAPH_MATCHING (d3m.metadata.base.PrimitiveFamily attribute) (d3m.metadata.problem.TaskKeyword attribute) GRAPHICAL_LASSO (d3m.metadata.base.PrimitiveAlgorithmType attribute) GROUPED (d3m.metadata.problem.TaskKeyword attribute) GROWING_SELF_ORGANIZING_MAP (d3m.metadata.base.PrimitiveAlgorithmType attribute)

H

HAMMING_LOSS (d3m.metadata.problem.PerformanceMetric attribute) HammingLossMetric (class in d3m.metrics) handler() (in module d3m.cli) HARD_CLUSTERING (d3m.metadata.base.PrimitiveAlgorithmType attribute) has_duplicates() (in module d3m.utils) has_error() (d3m.runtime.MultiResult method) (d3m.runtime.Result method) has_placeholder() (d3m.metadata.pipeline.Pipeline method) has_semantic_type() (d3m.metadata.base.DataMetadata method) hash() (d3m.metadata.pipeline.Pipeline method) HASHING (d3m.metadata.base.PrimitiveAlgorithmType attribute) HELMERT_CODING (d3m.metadata.base.PrimitiveAlgorithmType attribute) HEURISTIC (d3m.metadata.base.PrimitiveAlgorithmType attribute) HIDDEN_MARKOV_MODEL (d3m.metadata.base.PrimitiveAlgorithmType attribute) HIDDEN_SEMI_MARKOV_MODEL (d3m.metadata.base.PrimitiveAlgorithmType attribute) HIERARCHICAL_CLUSTERING (d3m.metadata.base.PrimitiveAlgorithmType attribute) HIERARCHICAL_TEMPORAL_MEMORY (d3m.metadata.base.PrimitiveAlgorithmType attribute) HIGHER_ORDER_SINGULAR_VALUE_DECOMPOSITION (d3m.metadata.base.PrimitiveAlgorithmType attribute) HITS_AT_K (d3m.metadata.problem.PerformanceMetric attribute) HitsAtKMetric (class in d3m.metrics) HOLDOUT (d3m.metadata.base.PrimitiveAlgorithmType attribute) HOLOGRAPHIC_ASSOCIATIVE_MEMORY (d3m.metadata.base.PrimitiveAlgorithmType attribute) HOPFIELD_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute)

horizontal_concat() (d3m.container.pandas.DataFrame method) (d3m.metadata.base.DataMetadata method) HOSHEN_KOPELMAN_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) HYPER_BASIS_FUNCTION_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) HYPERNEAT (d3m.metadata.base.PrimitiveAlgorithmType attribute) Hyperparameter (class in d3m.metadata.hyperparams) HYPERPARAMETER (d3m.metadata.base.PrimitiveArgumentKind attribute) Hyperparams (class in d3m.metadata.hyperparams) hyperparams (d3m.base.primitives.DatasetSplitPrimitiveBase attribute) (d3m.base.primitives.TabularSplitPrimitiveBase attribute) (d3m.metadata.pipeline.PrimitiveStep attribute) (d3m.primitive_interfaces.base.PrimitiveBase attribute) (d3m.primitive_interfaces.clustering.ClusteringLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.clustering.ClusteringTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.distance.PairwiseDistanceLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.distance.PairwiseDistanceTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.featurization.FeaturizationLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.featurization.FeaturizationTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.generator.GeneratorPrimitiveBase attribute) (d3m.primitive_interfaces.supervised_learning.SupervisedLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.transformer.TransformerPrimitiveBase attribute) (d3m.primitive_interfaces.unsupervised_learning.UnsupervisedLearnerPrimitiveBase attribute) (d3m.runtime.Runtime attribute)

I

id (d3m.metadata.pipeline.Pipeline attribute) ID3 (d3m.metadata.base.PrimitiveAlgorithmType attribute) IDENTITY_FUNCTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) IMAGE (d3m.metadata.problem.TaskKeyword attribute) IMAGE_CROPPING (d3m.metadata.base.PrimitiveAlgorithmType attribute) IMAGE_PADDING (d3m.metadata.base.PrimitiveAlgorithmType attribute) IMAGE_ROTATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) IMAGE_SCALING (d3m.metadata.base.PrimitiveAlgorithmType attribute) IMAGE_TRANSFORM (d3m.metadata.base.PrimitiveAlgorithmType attribute) IMAGENET (d3m.metadata.base.PrimitiveAlgorithmType attribute) IMPUTATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) INDEPENDENT_COMPONENT_ANALYSIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) index (d3m.metadata.pipeline.PlaceholderStep attribute) (d3m.metadata.pipeline.SubpipelineStep attribute) infer_type() (d3m.metadata.hyperparams.Hyperparameter method) INFORMATION_ENTROPY (d3m.metadata.base.PrimitiveAlgorithmType attribute) INFORMATION_FUZZY_NETWORKS (d3m.metadata.base.PrimitiveAlgorithmType attribute) INFORMATION_THEORETIC_METAFEATURE_EXTRACTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) inputs (d3m.metadata.pipeline.Pipeline attribute) inputs() (d3m.runtime.InputsConfig property) inputs_across_samples() (in module d3m.primitive_interfaces.base) InputsConfig (class in d3m.runtime) insert_columns() (d3m.container.pandas.DataFrame method) (d3m.metadata.base.DataMetadata method) INSTANCE_BASED_LEARNING (d3m.metadata.base.PrimitiveAlgorithmType attribute) INSTANTANEOUSLY_TRAINED_NEURAL_NETWORKS (d3m.metadata.base.PrimitiveAlgorithmType attribute) InvalidArgumentTypeError InvalidArgumentValueError InvalidDatasetError InvalidMetadataError InvalidPipelineError InvalidPipelineRunError

InvalidPrimitiveCodeError InvalidProblemError InvalidReturnTypeError InvalidReturnValueError InvalidStateError is_class_method_on_class() (in module d3m.utils) is_class_method_on_object() (in module d3m.utils) is_configuration (d3m.metadata.hyperparams.List attribute) (d3m.metadata.hyperparams.Set attribute) is_empty_value() (d3m.metrics.Metric class method) is_failed() (d3m.metadata.pipeline_run.PipelineRun method) is_float() (in module d3m.utils) is_instance() (in module d3m.utils) is_instance_method_on_class() (in module d3m.utils) is_instance_method_on_object() (in module d3m.utils) is_int() (in module d3m.utils) is_lazy() (d3m.container.dataset.Dataset method) is_numeric() (in module d3m.utils) is_relative_to() (in module d3m.utils) is_sequence() (in module d3m.utils) is_standard_pipeline (d3m.runtime.Runtime attribute) is_subclass() (in module d3m.utils) is_type() (in module d3m.utils) is_uri() (in module d3m.utils) isatty() (d3m.utils.StreamToLogger method) ISOMAP (d3m.metadata.base.PrimitiveAlgorithmType attribute) items() (d3m.utils.PMap method) ITERATIVE_LABELING (d3m.metadata.base.PrimitiveAlgorithmType attribute) iteritems() (d3m.utils.PMap method) iterkeys() (d3m.utils.PMap method) itervalues() (d3m.utils.PMap method) IVECTOR_EXTRACTION (d3m.metadata.base.PrimitiveAlgorithmType attribute)

J

JACCARD_INDEX (d3m.metadata.base.PrimitiveAlgorithmType attribute) JACCARD_SIMILARITY_SCORE (d3m.metadata.problem.PerformanceMetric attribute) JaccardSimilarityScoreMetric (class in d3m.metrics) json_schema_is_array() (in module d3m.utils) json_schema_is_object() (in module d3m.utils)

json_schema_is_python_type() (in module d3m.utils) json_schema_is_string() (in module d3m.utils) json_structure_equals() (d3m.metadata.pipeline_run.PipelineRun class method) (in module d3m.utils) JsonEncoder (class in d3m.utils) JUNCTION_TREE_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute)

K

K_FOLD (d3m.metadata.base.PrimitiveAlgorithmType attribute) K_MEANS_CLUSTERING (d3m.metadata.base.PrimitiveAlgorithmType attribute) K_MEANS_PLUS_PLUS (d3m.metadata.base.PrimitiveAlgorithmType attribute) K_NEAREST_NEIGHBORS (d3m.metadata.base.PrimitiveAlgorithmType attribute) K_Q_FLATS (d3m.metadata.base.PrimitiveAlgorithmType attribute) K_SVD (d3m.metadata.base.PrimitiveAlgorithmType attribute)

KERNEL_ADAPTIVE_FILTER (d3m.metadata.base.PrimitiveAlgorithmType attribute) KERNEL_INDEPENDENT_COMPONENT_ANALYSIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) KERNEL_METHOD (d3m.metadata.base.PrimitiveAlgorithmType attribute) KERNEL_PERCEPTRON (d3m.metadata.base.PrimitiveAlgorithmType attribute) KERNEL_PRINCIPAL_COMPONENT_ANALYSIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) KERNEL_RANDOM_FOREST (d3m.metadata.base.PrimitiveAlgorithmType attribute) keys() (d3m.utils.PMap method)

L

LANDMARKING_METAFEATURE_EXTRACTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) LARGE_MARGIN_NEAREST_NEIGHBOR (d3m.metadata.base.PrimitiveAlgorithmType attribute) LASSO (d3m.metadata.base.PrimitiveAlgorithmType attribute) LATENT_DIRICHLET_ALLOCATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) LATENT_SEMANTIC_ANALYSIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) LAYER (d3m.metadata.base.PrimitiveFamily attribute) LEARNER (d3m.metadata.base.PrimitiveFamily attribute) LEARNING_USING_PRIVILEGED_INFORMATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) LEARNING_VECTOR_QUANTIZATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) LEAST_SQUARES_SUPPORT_VECTOR_MACHINE (d3m.metadata.base.PrimitiveAlgorithmType attribute) LEAVE_ONE_OUT (d3m.metadata.base.PrimitiveAlgorithmType attribute) LIGHTGBM (d3m.metadata.base.PrimitiveAlgorithmType attribute) LIMITED_MEMORY_BFGS (d3m.metadata.base.PrimitiveAlgorithmType attribute) LINDE_BUZO_GRAY_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) LINEAR_DISCRIMINANT_ANALYSIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) LINEAR_FILTER (d3m.metadata.base.PrimitiveAlgorithmType attribute) LINEAR_REGRESSION (d3m.metadata.base.PrimitiveAlgorithmType attribute) lineno() (d3m.deprecate.Context property) LINK_PREDICTION (d3m.metadata.base.PrimitiveFamily attribute) (d3m.metadata.problem.TaskKeyword attribute) List (class in d3m.container.list) (class in d3m.metadata.hyperparams) list_columns_with_semantic_types() (d3m.metadata.base.DataMetadata method) list_columns_with_structural_types() (d3m.metadata.base.DataMetadata method) list_files() (in module d3m.utils) load() (d3m.container.dataset.Dataset class method) (d3m.metadata.problem.Problem class method) load_all() (in module d3m.index) load_lazy() (d3m.container.dataset.Dataset method) load_schema_validators() (in module d3m.utils) loaders (d3m.container.dataset.Dataset attribute) (d3m.metadata.problem.Problem attribute) LOBPCG (d3m.metadata.base.PrimitiveAlgorithmType attribute) LOCAL_OUTLIER_FACTOR (d3m.metadata.base.PrimitiveAlgorithmType attribute) LOCAL_SEARCH (d3m.metadata.base.PrimitiveAlgorithmType attribute) log_likelihood() (d3m.primitive_interfaces.base.ProbabilisticCompositionalityMixin method) log_likelihoods() (d3m.primitive_interfaces.base.ProbabilisticCompositionalityMixin method) log_once() (in module d3m.utils)

logger (d3m.base.primitives.DatasetSplitPrimitiveBase attribute) (d3m.base.primitives.TabularSplitPrimitiveBase attribute) (d3m.contrib.primitives.compute_scores.ComputeScoresPrimitive attribute) (d3m.contrib.primitives.null.NullDataFrameUnsupervisedLearnerPrimitive attribute) (d3m.contrib.primitives.null.NullTransformerPrimitive attribute) (d3m.contrib.primitives.null.NullUnsupervisedLearnerPrimitive attribute) (d3m.primitive_interfaces.base.PrimitiveBase attribute) (d3m.primitive_interfaces.clustering.ClusteringLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.clustering.ClusteringTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.distance.PairwiseDistanceLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.distance.PairwiseDistanceTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.featurization.FeaturizationLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.featurization.FeaturizationTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.generator.GeneratorPrimitiveBase attribute) (d3m.primitive_interfaces.supervised_learning.SupervisedLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.transformer.TransformerPrimitiveBase attribute) (d3m.primitive_interfaces.unsupervised_learning.UnsupervisedLearnerPrimitiveBase attribute) LOGISTIC_MODEL_TREE (d3m.metadata.base.PrimitiveAlgorithmType attribute) LOGISTIC_REGRESSION (d3m.metadata.base.PrimitiveAlgorithmType attribute) LOGITBOOST (d3m.metadata.base.PrimitiveAlgorithmType attribute) LogNormal (class in d3m.metadata.hyperparams) LogUniform (class in d3m.metadata.hyperparams) LONG_SHORT_TERM_MEMORY (d3m.metadata.base.PrimitiveAlgorithmType attribute) loss() (d3m.primitive_interfaces.base.LossFunctionMixin method) LOSS_FUNCTION (d3m.metadata.base.PrimitiveFamily attribute) losses() (d3m.primitive_interfaces.base.LossFunctionMixin method) LossFunctionMixin (class in d3m.primitive_interfaces.base) LOW_RANK_MATRIX_APPROXIMATIONS (d3m.metadata.base.PrimitiveAlgorithmType attribute) lower (d3m.metadata.hyperparams.Bounded attribute) (d3m.metadata.hyperparams.LogUniform attribute) (d3m.metadata.hyperparams.Uniform attribute) (d3m.metadata.hyperparams.UniformInt attribute) lower_inclusive (d3m.metadata.hyperparams.Bounded attribute) (d3m.metadata.hyperparams.LogUniform attribute) (d3m.metadata.hyperparams.Uniform attribute) (d3m.metadata.hyperparams.UniformInt attribute) LPBOOST (d3m.metadata.base.PrimitiveAlgorithmType attribute) LUPI (d3m.metadata.problem.TaskKeyword attribute)

M

main() (in module d3m.cli) (in module d3m.runtime) make_immutable_copy() (in module d3m.utils) MAP (d3m.metadata.base.PrimitiveAlgorithmType attribute) MARGIN_CLASSIFIER (d3m.metadata.base.PrimitiveAlgorithmType attribute) MARGIN_INFUSED_RELAXED_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) MARKOV_CHAIN (d3m.metadata.base.PrimitiveAlgorithmType attribute) MARKOV_CHAIN_MONTE_CARLO (d3m.metadata.base.PrimitiveAlgorithmType attribute) MARKOV_DECISION_PROCESS (d3m.metadata.base.PrimitiveAlgorithmType attribute) MARKOV_LOGIC_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) MARKOV_MODEL (d3m.metadata.base.PrimitiveAlgorithmType attribute) MARKOV_RANDOM_FIELD (d3m.metadata.base.PrimitiveAlgorithmType attribute) matches_structural_type() (in module d3m.utils) matching_primitives (d3m.metadata.hyperparams.Primitive attribute) MAX_POOLING_NEURAL_NETWORK_LAYER (d3m.metadata.base.PrimitiveAlgorithmType attribute) max_size (d3m.metadata.hyperparams.List attribute) (d3m.metadata.hyperparams.Set attribute) MEAN_ABSOLUTE_ERROR (d3m.metadata.base.PrimitiveAlgorithmType attribute) (d3m.metadata.problem.PerformanceMetric attribute) MEAN_RECIPROCAL_RANK (d3m.metadata.problem.PerformanceMetric attribute) MEAN_SHIFT (d3m.metadata.base.PrimitiveAlgorithmType attribute) MEAN_SQUARED_ERROR (d3m.metadata.base.PrimitiveAlgorithmType attribute) (d3m.metadata.problem.PerformanceMetric attribute) MeanAbsoluteErrorMetric (class in d3m.metrics) MeanReciprocalRankMetric (class in d3m.metrics) MeanSquareErrorMetric (class in d3m.metrics) MEMETIC_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) MEMORY_PREDICTION_FRAMEWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) MERSENNE_TWISTER (d3m.metadata.base.PrimitiveAlgorithmType attribute) Metaclass (class in d3m.utils) metadata (d3m.base.primitives.DatasetSplitPrimitiveBase attribute) (d3m.base.primitives.TabularSplitPrimitiveBase attribute) (d3m.container.dataset.Dataset attribute) (d3m.container.list.List attribute) (d3m.container.numpy.ndarray attribute) (d3m.container.pandas.DataFrame attribute) (d3m.contrib.primitives.compute_scores.ComputeScoresPrimitive attribute) (d3m.contrib.primitives.null.NullDataFrameUnsupervisedLearnerPrimitive attribute) (d3m.contrib.primitives.null.NullTransformerPrimitive attribute) (d3m.contrib.primitives.null.NullUnsupervisedLearnerPrimitive attribute) (d3m.primitive_interfaces.base.PrimitiveBase attribute) (d3m.primitive_interfaces.clustering.ClusteringLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.clustering.ClusteringTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.distance.PairwiseDistanceLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.distance.PairwiseDistanceTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.featurization.FeaturizationLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.featurization.FeaturizationTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.generator.GeneratorPrimitiveBase attribute) (d3m.primitive_interfaces.supervised_learning.SupervisedLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.transformer.TransformerPrimitiveBase attribute) (d3m.primitive_interfaces.unsupervised_learning.UnsupervisedLearnerPrimitiveBase attribute) METALEARNING (d3m.metadata.base.PrimitiveFamily attribute) method_call_failed() (d3m.metadata.pipeline_run.PipelineRun method) method_call_started() (d3m.metadata.pipeline_run.PipelineRun method) method_call_successful() (d3m.metadata.pipeline_run.PipelineRun method) METHOD_CALLS (d3m.metadata.pipeline_run.PipelineRun attribute) Metric (class in d3m.metrics) MFCC_FEATURE_EXTRACTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) MIN_CONFLICTS_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) min_size (d3m.metadata.hyperparams.List attribute) (d3m.metadata.hyperparams.Set attribute) MINIMUM_REDUNDANCY_FEATURE_SELECTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) MINMAX_SCALER (d3m.metadata.base.PrimitiveAlgorithmType attribute) MismatchError MISSING_METADATA (d3m.metadata.problem.TaskKeyword attribute) MissingValueError MM_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) MODEL_BASED_METAFEATURE_EXTRACTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) MODULAR_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) module d3m d3m.base d3m.base.primitives d3m.base.utils d3m.cli d3m.container d3m.container.dataset d3m.container.list d3m.container.numpy d3m.container.pandas d3m.container.utils d3m.contrib d3m.contrib.openml d3m.contrib.openml.crawler d3m.contrib.pipelines d3m.contrib.primitives d3m.contrib.primitives.base d3m.contrib.primitives.compute_scores d3m.contrib.primitives.null d3m.deprecate d3m.environment_variables d3m.exceptions d3m.index d3m.metadata d3m.metadata.base d3m.metadata.hyperparams d3m.metadata.params d3m.metadata.pipeline d3m.metadata.pipeline_run d3m.metadata.primitive_names d3m.metadata.problem d3m.metrics d3m.namespace d3m.primitive_interfaces d3m.primitive_interfaces.base d3m.primitive_interfaces.clustering d3m.primitive_interfaces.distance d3m.primitive_interfaces.featurization d3m.primitive_interfaces.generator d3m.primitive_interfaces.supervised_learning d3m.primitive_interfaces.transformer d3m.primitive_interfaces.unsupervised_learning d3m.runtime d3m.types d3m.utils

module() (d3m.deprecate.Context property) MOMENTUM_CONTRAST (d3m.metadata.base.PrimitiveAlgorithmType attribute) MONTE_CARLO_TREE_SEARCH (d3m.metadata.base.PrimitiveAlgorithmType attribute) MORAVEC_CORNER_DETECTION_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) MOTION_COMPENSATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) mu (d3m.metadata.hyperparams.LogNormal attribute) (d3m.metadata.hyperparams.Normal attribute) MULTI_ARMED_BANDIT (d3m.metadata.base.PrimitiveAlgorithmType attribute) multi_produce() (d3m.contrib.primitives.compute_scores.ComputeScoresPrimitive method) (d3m.primitive_interfaces.base.PrimitiveBase method) (d3m.primitive_interfaces.distance.PairwiseDistanceLearnerPrimitiveBase method) (d3m.primitive_interfaces.distance.PairwiseDistanceTransformerPrimitiveBase method) MultiCallResult (class in d3m.primitive_interfaces.base) MULTICLASS (d3m.metadata.problem.TaskKeyword attribute) MULTICLASS_CLASSIFICATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) MULTIGRAPH (d3m.metadata.problem.TaskKeyword attribute) MULTILABEL (d3m.metadata.problem.TaskKeyword attribute) MULTILABEL_CLASSIFICATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) MULTILAYER_PERCEPTRON (d3m.metadata.base.PrimitiveAlgorithmType attribute) MULTINOMIAL_LOGISTIC_REGRESSION (d3m.metadata.base.PrimitiveAlgorithmType attribute) MULTINOMIAL_NAIVE_BAYES (d3m.metadata.base.PrimitiveAlgorithmType attribute) MULTIPLE_INSTANCE_LEARNING (d3m.metadata.problem.TaskKeyword attribute) MULTIPLICATIVE_WEIGHT_UPDATE_METHOD (d3m.metadata.base.PrimitiveAlgorithmType attribute) MultiResult (class in d3m.runtime) MULTIVARIATE (d3m.metadata.problem.TaskKeyword attribute) MULTIVARIATE_REGRESSION (d3m.metadata.base.PrimitiveAlgorithmType attribute) MUTUAL_INFORMATION (d3m.metadata.base.PrimitiveAlgorithmType attribute)

N

N_GRAM (d3m.metadata.base.PrimitiveAlgorithmType attribute) NAIVE_BAYES_CLASSIFIER (d3m.metadata.base.PrimitiveAlgorithmType attribute) name (d3m.metadata.hyperparams.Constant attribute) (d3m.metadata.hyperparams.Hyperparameter attribute) (d3m.metadata.hyperparams.UniformBool attribute) (d3m.metadata.pipeline.Pipeline attribute) NATURAL_LANGUAGE_PROCESSING (d3m.metadata.base.PrimitiveFamily attribute) ndarray (class in d3m.container.numpy) NEAREST_CENTROID_CLASSIFIER (d3m.metadata.base.PrimitiveAlgorithmType attribute) NEIGHBOURHOOD_COMPONENTS_ANALYSIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) NESTED (d3m.metadata.problem.TaskKeyword attribute) NEURAL_NETWORK_BACKPROPAGATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) NeuralNetworkModuleMixin (class in d3m.primitive_interfaces.base) NeuralNetworkObjectMixin (class in d3m.primitive_interfaces.base) NEURO_FUZZY_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) NEUROEVOLUTION_OF_AUGMENTED_TOPOLOGIES (d3m.metadata.base.PrimitiveAlgorithmType attribute) NEVER (d3m.container.dataset.ComputeDigest attribute) NO_CATEGORICAL_VALUES (d3m.metadata.base.PrimitiveEffect attribute) (d3m.metadata.base.PrimitivePrecondition attribute) NO_CONTINUOUS_VALUES (d3m.metadata.base.PrimitiveEffect attribute) (d3m.metadata.base.PrimitivePrecondition attribute) NO_JAGGED_VALUES (d3m.metadata.base.PrimitiveEffect attribute) (d3m.metadata.base.PrimitivePrecondition attribute) NO_MISSING_VALUES (d3m.metadata.base.PrimitiveEffect attribute) (d3m.metadata.base.PrimitivePrecondition attribute)

NO_NEGATIVE_VALUES (d3m.metadata.base.PrimitiveEffect attribute) (d3m.metadata.base.PrimitivePrecondition attribute) NO_NESTED_VALUES (d3m.metadata.base.PrimitiveEffect attribute) (d3m.metadata.base.PrimitivePrecondition attribute) NODE_ATTRIBUTE (d3m.metadata.base.ForeignKeyType attribute) NOISE_REDUCTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) NONOVERLAPPING (d3m.metadata.problem.TaskKeyword attribute) NONOVERLAPPING_COMMUNITY_DETECTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) NoResolver (class in d3m.metadata.pipeline) Normal (class in d3m.metadata.hyperparams) NORMAL_DISTRIBUTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) NORMALIZATION (d3m.metadata.base.PrimitiveFamily attribute) normalize_numbers() (in module d3m.utils) NORMALIZED_MUTUAL_INFORMATION (d3m.metadata.problem.PerformanceMetric attribute) NormalizeMutualInformationMetric (class in d3m.metrics) NotFoundError NotSupportedError NotSupportedVersionError now() (in module d3m.utils) NullDataFrameUnsupervisedLearnerPrimitive (class in d3m.contrib.primitives.null) NullTransformerPrimitive (class in d3m.contrib.primitives.null) NullUnsupervisedLearnerPrimitive (class in d3m.contrib.primitives.null) NUMERICAL_METHOD (d3m.metadata.base.PrimitiveAlgorithmType attribute)

O

OBJECT_DETECTION (d3m.metadata.base.PrimitiveFamily attribute) (d3m.metadata.problem.TaskKeyword attribute) OBJECT_DETECTION_AVERAGE_PRECISION (d3m.metadata.problem.PerformanceMetric attribute) ObjectDetectionAveragePrecisionMetric (class in d3m.metrics) one_hot_encode_score() (d3m.metrics.Metric class method) one_hot_encode_target() (d3m.metrics.Metric class method) ONE_RULE (d3m.metadata.base.PrimitiveAlgorithmType attribute) ONE_SHOT_ASSOCIATIVE_MEMORY (d3m.metadata.base.PrimitiveAlgorithmType attribute) ONE_SHOT_LEARNING (d3m.metadata.base.PrimitiveAlgorithmType attribute) ONLY_IF_MISSING (d3m.container.dataset.ComputeDigest attribute) open() (in module d3m.utils) openml_configure_parser() (in module d3m.cli)

openml_handler() (in module d3m.cli) OPERATOR (d3m.metadata.base.PrimitiveFamily attribute) OPTICS_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) OPTIMISTIC_KNOWLEDGE_GRADIENT (d3m.metadata.base.PrimitiveAlgorithmType attribute) ORTHOGONAL_POLYNOMIAL_CODING (d3m.metadata.base.PrimitiveAlgorithmType attribute) OTHER (d3m.metadata.base.PrimitiveMethodKind attribute) outputs (d3m.metadata.pipeline.Pipeline attribute) (d3m.metadata.pipeline.PrimitiveStep attribute) outputs_to_expose (d3m.runtime.Runtime attribute) outside_package_context() (in module d3m.utils) OVERLAPPING (d3m.metadata.problem.TaskKeyword attribute) OVERLAPPING_CLUSTERING (d3m.metadata.base.PrimitiveAlgorithmType attribute) OVERLAPPING_COMMUNITY_DETECTION (d3m.metadata.base.PrimitiveAlgorithmType attribute)

P

PACHINKO_ALLOCATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) PAGERANK (d3m.metadata.base.PrimitiveAlgorithmType attribute) PairwiseDistanceLearnerPrimitiveBase (class in d3m.primitive_interfaces.distance) PairwiseDistanceTransformerPrimitiveBase (class in d3m.primitive_interfaces.distance) PARAMETRIC_TRAJECTORY_MODELING (d3m.metadata.base.PrimitiveAlgorithmType attribute) Params (class in d3m.metadata.params) ParamsMeta (class in d3m.metadata.params) parse_modules_arguments() (in module d3m.cli) parse_pipeline_run() (in module d3m.runtime) PARTIAL_LEAST_SQUARES_REGRESSION (d3m.metadata.base.PrimitiveAlgorithmType attribute) PARTICLE_SWARM_OPTIMIZATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) PASSIVE_AGGRESSIVE (d3m.metadata.base.PrimitiveAlgorithmType attribute) path_to_uri() (in module d3m.utils) PERCEPTRON (d3m.metadata.base.PrimitiveAlgorithmType attribute) PerformanceMetric (class in d3m.metadata.problem) PermissionDeniedError persistent() (d3m.utils.Evolver method) phase (d3m.runtime.Runtime attribute) PHYSICAL_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) PIP (d3m.metadata.base.PrimitiveInstallationType attribute) Pipeline (class in d3m.metadata.pipeline) PIPELINE (d3m.metadata.base.PrimitiveArgumentKind attribute) pipeline (d3m.runtime.Runtime attribute) pipeline_configure_parser() (in module d3m.cli) pipeline_handler() (in module d3m.cli) pipeline_run (d3m.runtime.Runtime attribute) pipeline_run_configure_parser() (in module d3m.cli) pipeline_run_handler() (in module d3m.cli) pipeline_runs() (d3m.runtime.MultiResult property) pipeline_search_paths (d3m.metadata.pipeline.NoResolver attribute) (d3m.metadata.pipeline.Resolver attribute) PipelineRun (class in d3m.metadata.pipeline_run) PipelineRunPhase (class in d3m.metadata.base) PipelineRunStatusState (in module d3m.metadata.base) PipelineStepType (class in d3m.metadata.base) PIXELATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) PLACEHOLDER (d3m.metadata.base.PipelineStepType attribute) PlaceholderStep (class in d3m.metadata.pipeline) PMap (class in d3m.utils) pmap() (in module d3m.utils) POLYNOMIAL_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) POLYNOMIAL_REGRESSION (d3m.metadata.base.PrimitiveAlgorithmType attribute) pop() (d3m.metadata.hyperparams.Hyperparams method) (d3m.metadata.params.Params method) popitem() (d3m.metadata.hyperparams.Hyperparams method) (d3m.metadata.params.Params method) populate_primitives() (d3m.metadata.hyperparams.Primitive method) POPULATION_BASED_INCREMENTAL_LEARNING (d3m.metadata.base.PrimitiveAlgorithmType attribute) ports() (d3m.primitive_interfaces.base.DockerContainer property) PRECISION (d3m.metadata.problem.PerformanceMetric attribute) PRECISION_AT_TOP_K (d3m.metadata.problem.PerformanceMetric attribute) PrecisionAtTopKMetric (class in d3m.metrics) PrecisionMetric (class in d3m.metrics) PREFRONTAL_CORTEX_BASAL_GANGLIA_WORKING_MEMORY (d3m.metadata.base.PrimitiveAlgorithmType attribute) prepare() (d3m.utils.CallbackHandler method) prepare_data() (in module d3m.runtime)

prepare_data_and_save() (in module d3m.runtime) prepare_data_handler() (in module d3m.runtime) PRETRAINING (d3m.metadata.base.Context attribute) Primitive (class in d3m.metadata.hyperparams) PRIMITIVE (d3m.metadata.base.ArgumentType attribute) (d3m.metadata.base.PipelineStepType attribute) primitive (d3m.metadata.pipeline.PrimitiveStep attribute) primitive_configure_parser() (in module d3m.cli) primitive_description (d3m.metadata.pipeline.PrimitiveStep attribute) primitive_families (d3m.metadata.hyperparams.Primitive attribute) primitive_handler() (in module d3m.cli) PrimitiveAlgorithmType (class in d3m.metadata.base) PrimitiveArgumentKind (class in d3m.metadata.base) PrimitiveBase (class in d3m.primitive_interfaces.base) PrimitiveEffect (class in d3m.metadata.base) PrimitiveFamily (class in d3m.metadata.base) PrimitiveInstallationType (class in d3m.metadata.base) PrimitiveMetadata (class in d3m.metadata.base) PrimitiveMethodKind (class in d3m.metadata.base) PrimitiveNotFittedError PrimitivePrecondition (class in d3m.metadata.base) PrimitiveStep (class in d3m.metadata.pipeline) PRINCIPAL_COMPONENT_ANALYSIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) PROBABILISTIC_DATA_CLEANING (d3m.metadata.base.PrimitiveAlgorithmType attribute) PROBABILISTIC_LATENT_SEMANTIC_ANALYSIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) PROBABILISTIC_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) ProbabilisticCompositionalityMixin (class in d3m.primitive_interfaces.base) Problem (class in d3m.metadata.problem) problem_configure_parser() (in module d3m.cli) problem_description (d3m.runtime.Runtime attribute) problem_handler() (in module d3m.cli) ProblemNotFoundError ProblemUriNotSupportedError PRODUCE (d3m.metadata.base.PipelineRunPhase attribute) (d3m.metadata.base.PrimitiveMethodKind attribute) produce() (d3m.base.primitives.DatasetSplitPrimitiveBase method) (d3m.base.primitives.FileReaderPrimitiveBase method) (d3m.base.primitives.TabularSplitPrimitiveBase method) (d3m.contrib.primitives.compute_scores.ComputeScoresPrimitive method) (d3m.contrib.primitives.null.NullDataFrameUnsupervisedLearnerPrimitive method) (d3m.contrib.primitives.null.NullTransformerPrimitive method) (d3m.contrib.primitives.null.NullUnsupervisedLearnerPrimitive method) (d3m.primitive_interfaces.base.PrimitiveBase method) (d3m.primitive_interfaces.clustering.ClusteringLearnerPrimitiveBase method) (d3m.primitive_interfaces.clustering.ClusteringTransformerPrimitiveBase method) (d3m.primitive_interfaces.distance.PairwiseDistanceLearnerPrimitiveBase method) (d3m.primitive_interfaces.distance.PairwiseDistanceTransformerPrimitiveBase method) (d3m.runtime.Runtime method) (in module d3m.runtime) produce_distance_matrix() (d3m.primitive_interfaces.clustering.ClusteringDistanceMatrixMixin method) produce_handler() (in module d3m.runtime) produce_methods (d3m.metadata.hyperparams.Primitive attribute) produce_score_data() (d3m.base.primitives.DatasetSplitPrimitiveBase method) (d3m.base.primitives.TabularSplitPrimitiveBase method) PRODUCTION (d3m.metadata.base.Context attribute) PRUNING (d3m.metadata.base.PrimitiveAlgorithmType attribute) PSIPRED (d3m.metadata.base.PrimitiveAlgorithmType attribute)

Q

q (d3m.metadata.hyperparams.LogNormal attribute) (d3m.metadata.hyperparams.LogUniform attribute) (d3m.metadata.hyperparams.Normal attribute) (d3m.metadata.hyperparams.Uniform attribute) Q_LEARNING (d3m.metadata.base.PrimitiveAlgorithmType attribute)

QUADRATIC_DISCRIMINANT_ANALYSIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) QUANTUM_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) query() (d3m.metadata.base.PrimitiveMetadata method) query_column() (d3m.metadata.base.DataMetadata method) query_column_field() (d3m.metadata.base.DataMetadata method) QUICKPROP (d3m.metadata.base.PrimitiveAlgorithmType attribute)

R

R_SQUARED (d3m.metadata.problem.PerformanceMetric attribute) RADIAL_BASIS_FUNCTION_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) RANDOM_FOREST (d3m.metadata.base.PrimitiveAlgorithmType attribute) RANDOM_GRAPH (d3m.metadata.base.PrimitiveAlgorithmType attribute) RANDOM_PROJECTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) random_seed (d3m.base.primitives.DatasetSplitPrimitiveBase attribute) (d3m.base.primitives.TabularSplitPrimitiveBase attribute) (d3m.primitive_interfaces.base.PrimitiveBase attribute) (d3m.primitive_interfaces.clustering.ClusteringLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.clustering.ClusteringTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.distance.PairwiseDistanceLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.distance.PairwiseDistanceTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.featurization.FeaturizationLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.featurization.FeaturizationTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.generator.GeneratorPrimitiveBase attribute) (d3m.primitive_interfaces.supervised_learning.SupervisedLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.transformer.TransformerPrimitiveBase attribute) (d3m.primitive_interfaces.unsupervised_learning.UnsupervisedLearnerPrimitiveBase attribute) (d3m.runtime.Runtime attribute) RANDOM_SUBSPACE_METHOD (d3m.metadata.base.PrimitiveAlgorithmType attribute) RANDOM_WALK (d3m.metadata.base.PrimitiveAlgorithmType attribute) RANDOMIZED_WEIGHTED_MAJORITY_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) RANKBRAIN (d3m.metadata.base.PrimitiveAlgorithmType attribute) RANKING_SVM (d3m.metadata.base.PrimitiveAlgorithmType attribute) RAPIDLY_EXPLORING_RANDOM_TREE (d3m.metadata.base.PrimitiveAlgorithmType attribute) read() (d3m.utils.StreamToLogger method) readable() (d3m.utils.StreamToLogger method) readline() (d3m.utils.StreamToLogger method) readlines() (d3m.utils.StreamToLogger method) RECALL (d3m.metadata.problem.PerformanceMetric attribute) RecallMetric (class in d3m.metrics) RECEIVER_OPERATING_CHARACTERISTIC (d3m.metadata.base.PrimitiveAlgorithmType attribute) RECURRENT_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) RECURSIVE_LEAST_SQUARES (d3m.metadata.base.PrimitiveAlgorithmType attribute) RECURSIVE_PARTITIONING (d3m.metadata.base.PrimitiveAlgorithmType attribute) redirect_to_logging (class in d3m.utils) RefResolverNoRemote (class in d3m.utils) register_loader() (d3m.container.dataset.Dataset class method) (d3m.metadata.problem.Problem class method) register_primitive() (in module d3m.index) register_saver() (d3m.container.dataset.Dataset class method) (d3m.metadata.problem.Problem class method) register_value() (d3m.utils.Enum class method) register_yaml_representers() (in module d3m.utils) register_yaml_resolvers() (in module d3m.utils) REGRESSION (d3m.metadata.base.PrimitiveFamily attribute) (d3m.metadata.problem.TaskKeyword attribute) REGULARIZATION_BY_SPECTRAL_FILTERING (d3m.metadata.base.PrimitiveAlgorithmType attribute) REGULARIZED_LEAST_SQUARES (d3m.metadata.base.PrimitiveAlgorithmType attribute)

REGULATORY_FEEDBACK_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) REINFORCE_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) REJECTION_SAMPLING (d3m.metadata.base.PrimitiveAlgorithmType attribute) RELATIONAL (d3m.metadata.problem.TaskKeyword attribute) RELATIONAL_ALGEBRA (d3m.metadata.base.PrimitiveAlgorithmType attribute) RELATIONAL_DATA_MINING (d3m.metadata.base.PrimitiveAlgorithmType attribute) RELIEF (d3m.metadata.base.PrimitiveAlgorithmType attribute) REMOTE_SENSING (d3m.metadata.base.PrimitiveFamily attribute) (d3m.metadata.problem.TaskKeyword attribute) remove() (d3m.metadata.base.DataMetadata method) remove_column() (d3m.metadata.base.DataMetadata method) remove_columns() (d3m.container.pandas.DataFrame method) (d3m.metadata.base.DataMetadata method) remove_semantic_type() (d3m.metadata.base.DataMetadata method) replace() (d3m.metadata.hyperparams.Hyperparams method) replace_columns() (d3m.container.pandas.DataFrame method) (d3m.metadata.base.DataMetadata method) replace_step() (d3m.metadata.pipeline.Pipeline method) resolve_remote() (d3m.utils.RefResolverNoRemote method) Resolver (class in d3m.metadata.pipeline) resolver (d3m.metadata.pipeline.PlaceholderStep attribute) (d3m.metadata.pipeline.SubpipelineStep attribute) RESOURCE (d3m.metadata.base.ForeignKeyType attribute) RESTRICTED_BOLTZMANN_MACHINE (d3m.metadata.base.PrimitiveAlgorithmType attribute) Result (class in d3m.runtime) RETINANET (d3m.metadata.base.PrimitiveAlgorithmType attribute) REVERSE_HELMERT_CODING (d3m.metadata.base.PrimitiveAlgorithmType attribute) REVERSE_MONTE_CARLO (d3m.metadata.base.PrimitiveAlgorithmType attribute) RIPPER (d3m.metadata.base.PrimitiveAlgorithmType attribute) ROBUST_PRINCIPAL_COMPONENT_ANALYSIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) ROC_AUC (d3m.metadata.problem.PerformanceMetric attribute) ROC_AUC_MACRO (d3m.metadata.problem.PerformanceMetric attribute) ROC_AUC_MICRO (d3m.metadata.problem.PerformanceMetric attribute) RocAucMacroMetric (class in d3m.metrics) RocAucMetric (class in d3m.metrics) RocAucMicroMetric (class in d3m.metrics) ROOT_MEAN_SQUARED_ERROR (d3m.metadata.problem.PerformanceMetric attribute) RootMeanSquareErrorMetric (class in d3m.metrics) RPROP (d3m.metadata.base.PrimitiveAlgorithmType attribute) RSquaredMetric (class in d3m.metrics) RULE_BASED_MACHINE_LEARNING (d3m.metadata.base.PrimitiveAlgorithmType attribute) run_failed() (d3m.metadata.pipeline_run.PipelineRun method) run_started() (d3m.metadata.pipeline_run.PipelineRun method) run_successful() (d3m.metadata.pipeline_run.PipelineRun method) Runtime (class in d3m.runtime) RUNTIME (d3m.metadata.base.PrimitiveArgumentKind attribute) runtime_configure_parser() (in module d3m.cli) runtime_handler() (in module d3m.cli) RuntimeEnvironment (class in d3m.metadata.pipeline_run)

S

sample() (d3m.metadata.hyperparams.Bounded method) (d3m.metadata.hyperparams.Choice method) (d3m.metadata.hyperparams.Constant method) (d3m.metadata.hyperparams.Enumeration method) (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Hyperparams class method) (d3m.metadata.hyperparams.List method) (d3m.metadata.hyperparams.LogNormal method) (d3m.metadata.hyperparams.LogUniform method) (d3m.metadata.hyperparams.Normal method) (d3m.metadata.hyperparams.Primitive method) (d3m.metadata.hyperparams.Set method) (d3m.metadata.hyperparams.SortedList method) (d3m.metadata.hyperparams.SortedSet method) (d3m.metadata.hyperparams.Uniform method) (d3m.metadata.hyperparams.UniformInt method) (d3m.metadata.hyperparams.Union method) (d3m.primitive_interfaces.base.SamplingCompositionalityMixin method) SAMPLE_MERGING (d3m.metadata.base.PrimitiveAlgorithmType attribute) sample_multiple() (d3m.metadata.hyperparams.Bounded method) (d3m.metadata.hyperparams.Choice method) (d3m.metadata.hyperparams.Constant method) (d3m.metadata.hyperparams.Enumeration method) (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Hyperparams class method) (d3m.metadata.hyperparams.List method) (d3m.metadata.hyperparams.LogNormal method) (d3m.metadata.hyperparams.Normal method) (d3m.metadata.hyperparams.Primitive method) (d3m.metadata.hyperparams.Set method) (d3m.metadata.hyperparams.Union method) sample_rows() (in module d3m.base.utils) SAMPLE_SELECTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) SamplingCompositionalityMixin (class in d3m.primitive_interfaces.base) SamplingError SamplingNotPossibleError save() (d3m.container.dataset.Dataset method) (d3m.metadata.problem.Problem method) save_container() (in module d3m.container.utils) save_exposed_outputs() (in module d3m.runtime) save_steps_outputs() (in module d3m.runtime) savers (d3m.container.dataset.Dataset attribute) (d3m.metadata.problem.Problem attribute) SCHEMA_DISCOVERY (d3m.metadata.base.PrimitiveFamily attribute) score() (d3m.metrics.HitsAtKMetric method) (d3m.metrics.MeanAbsoluteErrorMetric method) (d3m.metrics.MeanReciprocalRankMetric method) (d3m.metrics.MeanSquareErrorMetric method) (d3m.metrics.Metric method) (d3m.metrics.NormalizeMutualInformationMetric method) (d3m.metrics.ObjectDetectionAveragePrecisionMetric method) (d3m.metrics.PrecisionAtTopKMetric method) (d3m.metrics.RocAucMacroMetric method) (d3m.metrics.RocAucMetric method) (d3m.metrics.RocAucMicroMetric method) (d3m.metrics.RootMeanSquareErrorMetric method) (d3m.metrics.RSquaredMetric method) (in module d3m.runtime) score_handler() (in module d3m.runtime) score_inputs() (d3m.runtime.InputsConfig property) score_one() (d3m.metrics.AccuracyMetric method) (d3m.metrics.F1MacroMetric method) (d3m.metrics.F1Metric method) (d3m.metrics.F1MicroMetric method) (d3m.metrics.HammingLossMetric method) (d3m.metrics.JaccardSimilarityScoreMetric method) (d3m.metrics.PrecisionMetric method) (d3m.metrics.RecallMetric method) score_predictions_handler() (in module d3m.runtime) scratch_dir (d3m.runtime.Runtime attribute) search() (in module d3m.index) seek() (d3m.utils.StreamToLogger method) seekable() (d3m.utils.StreamToLogger method) select_columns() (d3m.container.pandas.DataFrame method) (d3m.metadata.base.DataMetadata method) select_rows() (d3m.container.dataset.Dataset method) SELF_ORGANIZING_MAP (d3m.metadata.base.PrimitiveAlgorithmType attribute) semantic_types (d3m.metadata.hyperparams.Constant attribute) (d3m.metadata.hyperparams.Hyperparameter attribute) (d3m.metadata.hyperparams.UniformBool attribute) SEMIDEFINITE_EMBEDDING (d3m.metadata.base.PrimitiveAlgorithmType attribute) SEMISUPERVISED (d3m.metadata.problem.TaskKeyword attribute) SEMISUPERVISED_CLASSIFICATION (d3m.metadata.base.PrimitiveFamily attribute) SEMISUPERVISED_REGRESSION (d3m.metadata.base.PrimitiveFamily attribute) Set (class in d3m.metadata.hyperparams)

set_data_preparation_pipeline_run() (d3m.metadata.pipeline_run.PipelineRun method) set_dict_path() (in module d3m.utils) set_fit_term_temperature() (d3m.primitive_interfaces.base.GradientCompositionalityMixin method) set_fold_group() (d3m.metadata.pipeline_run.PipelineRun method) set_for_value() (d3m.metadata.base.DataMetadata method) set_method_call_result_metadata() (d3m.metadata.pipeline_run.PipelineRun method) set_params() (d3m.base.primitives.TabularSplitPrimitiveBase method) (d3m.contrib.primitives.null.NullDataFrameUnsupervisedLearnerPrimitive method) (d3m.contrib.primitives.null.NullUnsupervisedLearnerPrimitive method) (d3m.primitive_interfaces.base.PrimitiveBase method) (d3m.primitive_interfaces.transformer.TransformerPrimitiveBase method) (d3m.runtime.Runtime method) set_predictions() (d3m.metadata.pipeline_run.PipelineRun method) set_primitive_step_hyperparams() (d3m.metadata.pipeline_run.PipelineRun method) set_primitive_step_random_seed() (d3m.metadata.pipeline_run.PipelineRun method) set_scores() (d3m.metadata.pipeline_run.PipelineRun method) set_scoring_pipeline_run() (d3m.metadata.pipeline_run.PipelineRun method) set_table_metadata() (d3m.metadata.base.DataMetadata method) set_training_data() (d3m.base.primitives.DatasetSplitPrimitiveBase method) (d3m.base.primitives.TabularSplitPrimitiveBase method) (d3m.contrib.primitives.null.NullDataFrameUnsupervisedLearnerPrimitive method) (d3m.contrib.primitives.null.NullUnsupervisedLearnerPrimitive method) (d3m.primitive_interfaces.base.PrimitiveBase method) (d3m.primitive_interfaces.distance.PairwiseDistanceLearnerPrimitiveBase method) (d3m.primitive_interfaces.generator.GeneratorPrimitiveBase method) (d3m.primitive_interfaces.transformer.TransformerPrimitiveBase method) (d3m.primitive_interfaces.unsupervised_learning.UnsupervisedLearnerPrimitiveBase method) setdefault() (d3m.metadata.hyperparams.Hyperparams method) (d3m.metadata.params.Params method) setup() (in module d3m.namespace) sigma (d3m.metadata.hyperparams.LogNormal attribute) (d3m.metadata.hyperparams.Normal attribute) SIGNAL_DITHERING (d3m.metadata.base.PrimitiveAlgorithmType attribute) SIGNAL_ENERGY (d3m.metadata.base.PrimitiveAlgorithmType attribute) SIGNAL_TO_NOISE_RATIO (d3m.metadata.base.PrimitiveAlgorithmType attribute) silence() (in module d3m.utils) SIMILARITY_MODELING (d3m.metadata.base.PrimitiveFamily attribute) SIMULATED_ANNEALING (d3m.metadata.base.PrimitiveAlgorithmType attribute) singleton() (in module d3m.primitive_interfaces.base) SINGULAR_VALUE_DECOMPOSITION (d3m.metadata.base.PrimitiveAlgorithmType attribute) SMOOTHED_ANALYSIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) SOFT_CLUSTERING (d3m.metadata.base.PrimitiveAlgorithmType attribute) SOFTMAX_FUNCTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) SortedList (class in d3m.metadata.hyperparams) SortedSet (class in d3m.metadata.hyperparams) source (d3m.metadata.pipeline.Pipeline attribute) SPARSE_DICTIONARY_LEARNING (d3m.metadata.base.PrimitiveAlgorithmType attribute) SPARSE_PCA (d3m.metadata.base.PrimitiveAlgorithmType attribute) SPECTRAL_CLUSTERING (d3m.metadata.base.PrimitiveAlgorithmType attribute) SPEECH (d3m.metadata.problem.TaskKeyword attribute) SPIKE_AND_SLAB_VARIABLE_SELECTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) SPIKING_NEURAL_NETWORKS (d3m.metadata.base.PrimitiveAlgorithmType attribute) SPRUCE (d3m.metadata.base.PrimitiveAlgorithmType attribute) STATISTICAL_METAFEATURE_EXTRACTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) STATISTICAL_MOMENT_ANALYSIS (d3m.metadata.base.PrimitiveAlgorithmType attribute) step_failed() (d3m.metadata.pipeline_run.PipelineRun method) step_started() (d3m.metadata.pipeline_run.PipelineRun method) step_successful() (d3m.metadata.pipeline_run.PipelineRun method) StepFailedError steps (d3m.metadata.pipeline.Pipeline attribute) STEPS (d3m.metadata.pipeline_run.PipelineRun attribute) steps_state (d3m.runtime.Runtime attribute) STOCHASTIC_CHAINS_WITH_MEMORY_OF_VARIABLE_LENGTH (d3m.metadata.base.PrimitiveAlgorithmType attribute) STOCHASTIC_GRADIENT_DESCENT (d3m.metadata.base.PrimitiveAlgorithmType attribute) STOCHASTIC_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) StreamToLogger (class in d3m.utils) strict_digest (d3m.metadata.pipeline.NoResolver attribute) (d3m.metadata.pipeline.Resolver attribute) STRICT_PARTITIONING_CLUSTERING (d3m.metadata.base.PrimitiveAlgorithmType attribute) STRICT_PARTITIONING_CLUSTERING_WITH_OUTLIERS (d3m.metadata.base.PrimitiveAlgorithmType attribute) strict_resolving (d3m.metadata.pipeline.NoResolver attribute) (d3m.metadata.pipeline.Resolver attribute) structural_type (d3m.metadata.hyperparams.Constant attribute) (d3m.metadata.hyperparams.Hyperparameter attribute) (d3m.metadata.hyperparams.UniformBool attribute) STRUCTURED_KNN (d3m.metadata.base.PrimitiveAlgorithmType attribute) STRUCTURED_SPARSITY_REGULARIZATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) STRUCTURED_SUPPORT_VECTOR_MACHINE (d3m.metadata.base.PrimitiveAlgorithmType attribute) SUBPIPELINE (d3m.metadata.base.PipelineStepType attribute) SubpipelineStep (class in d3m.metadata.pipeline) SUBSPACE_CLUSTERING (d3m.metadata.base.PrimitiveAlgorithmType attribute) SUM_CODING (d3m.metadata.base.PrimitiveAlgorithmType attribute) SUPER_RECURSIVE_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) SupervisedLearnerPrimitiveBase (class in d3m.primitive_interfaces.supervised_learning) SUPPORT_VECTOR_MACHINE (d3m.metadata.base.PrimitiveAlgorithmType attribute) SYMBOLIC_REGRESSION (d3m.metadata.base.PrimitiveAlgorithmType attribute)

T

T_DISTRIBUTED_STOCHASTIC_NEIGHBOR_EMBEDDING (d3m.metadata.base.PrimitiveAlgorithmType attribute) TABULAR (d3m.metadata.problem.TaskKeyword attribute) TabularSplitPrimitiveBase (class in d3m.base.primitives) TaskKeyword (class in d3m.metadata.problem) tell() (d3m.utils.StreamToLogger method) temporary_directory (d3m.base.primitives.DatasetSplitPrimitiveBase attribute) (d3m.base.primitives.TabularSplitPrimitiveBase attribute) (d3m.primitive_interfaces.base.PrimitiveBase attribute) (d3m.primitive_interfaces.clustering.ClusteringLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.clustering.ClusteringTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.distance.PairwiseDistanceLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.distance.PairwiseDistanceTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.featurization.FeaturizationLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.featurization.FeaturizationTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.generator.GeneratorPrimitiveBase attribute) (d3m.primitive_interfaces.supervised_learning.SupervisedLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.transformer.TransformerPrimitiveBase attribute) (d3m.primitive_interfaces.unsupervised_learning.UnsupervisedLearnerPrimitiveBase attribute) test_inputs() (d3m.runtime.InputsConfig property) TESTING (d3m.metadata.base.Context attribute) TEXT (d3m.metadata.problem.TaskKeyword attribute) TFIDF (d3m.metadata.base.PrimitiveAlgorithmType attribute) TGZ (d3m.metadata.base.PrimitiveInstallationType attribute) TIKHONOV_REGULARIZATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) TIME_DELAY_NEURAL_NETWORK (d3m.metadata.base.PrimitiveAlgorithmType attribute) TIME_SERIES (d3m.metadata.problem.TaskKeyword attribute) TIME_SERIES_CLASSIFICATION (d3m.metadata.base.PrimitiveFamily attribute) TIME_SERIES_EMBEDDING (d3m.metadata.base.PrimitiveFamily attribute) TIME_SERIES_FORECASTING (d3m.metadata.base.PrimitiveFamily attribute) TIME_SERIES_SEGMENTATION (d3m.metadata.base.PrimitiveFamily attribute) to_csv() (d3m.container.pandas.DataFrame method) to_internal_json_structure() (d3m.metadata.base.PrimitiveMetadata method) to_internal_simple_structure() (d3m.metadata.base.PrimitiveMetadata method) to_json() (d3m.metadata.pipeline.Pipeline method) to_json_structure() (d3m.container.dataset.Dataset method) (d3m.metadata.base.PrimitiveMetadata method) (d3m.metadata.pipeline.Pipeline method) (d3m.metadata.pipeline.PlaceholderStep method) (d3m.metadata.pipeline.PrimitiveStep method) (d3m.metadata.pipeline.SubpipelineStep method) (d3m.metadata.pipeline_run.PipelineRun method) (d3m.metadata.problem.Problem method) (in module d3m.utils)

to_reversible_json_structure() (in module d3m.utils) to_simple_structure() (d3m.metadata.base.PrimitiveMetadata method) (d3m.metadata.hyperparams.Bounded method) (d3m.metadata.hyperparams.Choice method) (d3m.metadata.hyperparams.Enumeration method) (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Hyperparams class method) (d3m.metadata.hyperparams.LogNormal method) (d3m.metadata.hyperparams.LogUniform method) (d3m.metadata.hyperparams.Normal method) (d3m.metadata.hyperparams.Primitive method) (d3m.metadata.hyperparams.SortedList method) (d3m.metadata.hyperparams.SortedSet method) (d3m.metadata.hyperparams.Uniform method) (d3m.metadata.hyperparams.UniformBool method) (d3m.metadata.hyperparams.Union method) (d3m.metadata.problem.Problem method) to_yaml() (d3m.metadata.pipeline.Pipeline method) (d3m.metadata.pipeline_run.PipelineRun method) transform_value() (d3m.metadata.hyperparams.Choice method) (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Hyperparams class method) TransformerPrimitiveBase (class in d3m.primitive_interfaces.transformer) traverse() (d3m.metadata.hyperparams.Choice method) (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Hyperparams class method) (d3m.metadata.hyperparams.Union method) truncate() (d3m.utils.StreamToLogger method) TRUNCATED_NEWTON_METHOD (d3m.metadata.base.PrimitiveAlgorithmType attribute) TRUNCATED_NORMAL_DISTRIBUTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) type_to_str() (in module d3m.utils)

U

UBUNTU (d3m.metadata.base.PrimitiveInstallationType attribute) UnexpectedTypeError UnexpectedValueError Uniform (class in d3m.metadata.hyperparams) UNIFORM_DISTRIBUTION (d3m.metadata.base.PrimitiveAlgorithmType attribute) UNIFORM_TIME_SERIES_SEGMENTATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) UniformBool (class in d3m.metadata.hyperparams) UniformInt (class in d3m.metadata.hyperparams) Union (class in d3m.metadata.hyperparams) UNIT_WEIGHTED_REGRESSION (d3m.metadata.base.PrimitiveAlgorithmType attribute) UNIVARIATE (d3m.metadata.problem.TaskKeyword attribute) UNIVARIATE_REGRESSION (d3m.metadata.base.PrimitiveAlgorithmType attribute) UNIVERSAL_PORTFOLIO_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) UnsupervisedLearnerPrimitiveBase (class in d3m.primitive_interfaces.unsupervised_learning) update() (d3m.metadata.base.DataMetadata method) (d3m.metadata.base.PrimitiveMetadata method) (d3m.metadata.hyperparams.Hyperparams method) (d3m.metadata.params.Params method)

update_column() (d3m.metadata.base.DataMetadata method) upper (d3m.metadata.hyperparams.Bounded attribute) (d3m.metadata.hyperparams.LogUniform attribute) (d3m.metadata.hyperparams.Uniform attribute) (d3m.metadata.hyperparams.UniformInt attribute) upper_inclusive (d3m.metadata.hyperparams.Bounded attribute) (d3m.metadata.hyperparams.LogUniform attribute) (d3m.metadata.hyperparams.Uniform attribute) (d3m.metadata.hyperparams.UniformInt attribute) uri_to_path() (in module d3m.utils) User (class in d3m.metadata.pipeline_run) users (d3m.metadata.pipeline.Pipeline attribute) (d3m.metadata.pipeline.PrimitiveStep attribute) (d3m.runtime.Runtime attribute)

V

validate() (d3m.metadata.hyperparams.Bounded method) (d3m.metadata.hyperparams.Choice method) (d3m.metadata.hyperparams.Constant method) (d3m.metadata.hyperparams.Enumeration method) (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Hyperparams class method) (d3m.metadata.hyperparams.Primitive method) (d3m.metadata.hyperparams.Set method) (d3m.metadata.hyperparams.SortedList method) (d3m.metadata.hyperparams.SortedSet method) (d3m.metadata.hyperparams.Union method) (d3m.metadata.params.Params method) validate_default() (d3m.metadata.hyperparams.Bounded method) (d3m.metadata.hyperparams.Hyperparameter method) VALUE (d3m.metadata.base.ArgumentType attribute) value_from_json() (d3m.metadata.hyperparams.Choice method) (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Primitive method) value_from_json_structure() (d3m.metadata.hyperparams.Choice method) (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Primitive method) (d3m.metadata.hyperparams.Union method) value_to_json() (d3m.metadata.hyperparams.Choice method) (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Primitive method) value_to_json_structure() (d3m.metadata.hyperparams.Choice method) (d3m.metadata.hyperparams.Hyperparameter method) (d3m.metadata.hyperparams.Primitive method) (d3m.metadata.hyperparams.Union method) values (d3m.metadata.hyperparams.Enumeration attribute) (d3m.metadata.hyperparams.UniformBool attribute)

values() (d3m.utils.PMap method) values_from_json_structure() (d3m.metadata.hyperparams.Hyperparams class method) values_to_json_structure() (d3m.metadata.hyperparams.Hyperparams method) VARIABLE_ORDER_MARKOV_MODEL (d3m.metadata.base.PrimitiveAlgorithmType attribute) VARIATIONAL_BAYESIAN_METHODS (d3m.metadata.base.PrimitiveAlgorithmType attribute) VARIATIONAL_MESSAGE_PASSING (d3m.metadata.base.PrimitiveAlgorithmType attribute) VECTOR_AUTOREGRESSION (d3m.metadata.base.PrimitiveAlgorithmType attribute) VECTOR_QUANTIZATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) VECTORIZATION (d3m.metadata.base.PrimitiveAlgorithmType attribute) vectorize_columns() (d3m.metrics.Metric class method) VERSION_SPACE_LEARNING (d3m.metadata.base.PrimitiveAlgorithmType attribute) VERTEX_CLASSIFICATION (d3m.metadata.base.PrimitiveFamily attribute) (d3m.metadata.problem.TaskKeyword attribute) VERTEX_NOMINATION (d3m.metadata.base.PrimitiveFamily attribute) (d3m.metadata.problem.TaskKeyword attribute) VIDEO (d3m.metadata.problem.TaskKeyword attribute) VIDEO_PROCESSING (d3m.metadata.base.PrimitiveFamily attribute) volumes (d3m.base.primitives.DatasetSplitPrimitiveBase attribute) (d3m.base.primitives.TabularSplitPrimitiveBase attribute) (d3m.primitive_interfaces.base.PrimitiveBase attribute) (d3m.primitive_interfaces.clustering.ClusteringLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.clustering.ClusteringTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.distance.PairwiseDistanceLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.distance.PairwiseDistanceTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.featurization.FeaturizationLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.featurization.FeaturizationTransformerPrimitiveBase attribute) (d3m.primitive_interfaces.generator.GeneratorPrimitiveBase attribute) (d3m.primitive_interfaces.supervised_learning.SupervisedLearnerPrimitiveBase attribute) (d3m.primitive_interfaces.transformer.TransformerPrimitiveBase attribute) (d3m.primitive_interfaces.unsupervised_learning.UnsupervisedLearnerPrimitiveBase attribute) volumes_dir (d3m.runtime.Runtime attribute)

W

WAKE_SLEEP_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) WEIGHTED_MAJORITY_ALGORITHM (d3m.metadata.base.PrimitiveAlgorithmType attribute) WINNOW (d3m.metadata.base.PrimitiveAlgorithmType attribute)

WORD2VEC (d3m.metadata.base.PrimitiveAlgorithmType attribute) writable() (d3m.utils.StreamToLogger method) write() (d3m.utils.StreamToLogger method) writelines() (d3m.utils.StreamToLogger method)

Y

yaml_add_representer() (in module d3m.utils) yaml_dump() (in module d3m.utils)

yaml_dump_all() (in module d3m.utils) yaml_load() (in module d3m.utils) yaml_load_all() (in module d3m.utils)