A B C D E F G H I L M N O P R S T V
All Classes All Packages

A

AbstractLinkFeatureAppenderFactory - Class in org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions

AbstractLinkFeatureAppenderFactory() - Constructor for class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.AbstractLinkFeatureAppenderFactory

addFeatureStep(FEATURE_STEP) - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

additionalEntries() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionTrainingPipeline

additionalEntries() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyTrainingPipeline

additionalEntries() - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

additionalGraphStoreCleanup(Map<PipelineExecutor.DatasetSplits, PipelineGraphFilter>) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainPipelineExecutor

additionalGraphStoreCleanup(Map<PipelineExecutor.DatasetSplits, PipelineGraphFilter>) - Method in class org.neo4j.gds.ml.pipeline.PipelineExecutor

addNodePropertyStep(ExecutableNodePropertyStep) - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

addTrainerConfig(TunableTrainerConfig) - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

addTrainerConfig(TrainerConfig) - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

ANONYMOUS_GRAPH - Static variable in class org.neo4j.gds.ml.pipeline.PipelineCompanion

appendFeatures(long, long, double[], int) - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureAppender

Adds additional features to linkFeatures

autoTuningConfig - Variable in class org.neo4j.gds.ml.pipeline.TrainingPipeline

autoTuningConfig() - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

AutoTuningConfig - Interface in org.neo4j.gds.ml.pipeline

B

bestCandidate() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineModelInfo

bestParameters() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionModelInfo

bestParameters() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineModelInfo

build(GraphStore, NodeClassificationPipelineTrainConfig, ProgressTracker) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainPipelineAlgorithmFactory

build(GraphStore, NodeClassificationPipelineTrainConfig, NodeClassificationTrainingPipeline, ProgressTracker) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainPipelineAlgorithmFactory

build(GraphStore, NodeRegressionPipelineTrainConfig, ProgressTracker) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainPipelineAlgorithmFactory

build(GraphStore, NodeRegressionPipelineTrainConfig, NodeRegressionTrainingPipeline, ProgressTracker) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainPipelineAlgorithmFactory

builder() - Static method in interface org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineModelInfo

C

classCounts() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainResult

classes() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineModelInfo

The distinct values of the target property which represent the allowed classes that the model can predict.

classIdMap() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainResult

CLASSIFICATION - org.neo4j.gds.ml.pipeline.TrainingPipeline.TrainingType

classificationMetrics(List<Metric>) - Static method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineTrainConfig

classifier() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainResult

classifier() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainResult

cleanupIntermediateProperties(List<ExecutableNodePropertyStep>) - Method in class org.neo4j.gds.ml.pipeline.NodePropertyStepExecutor

compute() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrain

compute() - Method in class org.neo4j.gds.ml.pipeline.PipelineExecutor

compute() - Method in class org.neo4j.gds.ml.pipeline.PipelineTrainAlgorithm

compute() - Method in class org.neo4j.gds.ml.pipeline.PredictPipelineExecutor

config - Variable in class org.neo4j.gds.ml.pipeline.PipelineExecutor

config - Variable in class org.neo4j.gds.ml.pipeline.PipelineTrainAlgorithm

config - Variable in class org.neo4j.gds.ml.pipeline.PredictPipelineExecutor

config() - Method in interface org.neo4j.gds.ml.pipeline.ExecutableNodePropertyStep

config() - Method in class org.neo4j.gds.ml.pipeline.NodePropertyStep

configKeys() - Method in interface org.neo4j.gds.ml.pipeline.AutoTuningConfig

configKeys() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.LinkFeatureStepConfiguration

configKeys() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

configKeys() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictionSplitConfig

configuration() - Method in interface org.neo4j.gds.ml.pipeline.FeatureStep

configuration() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.CosineFeatureStep

configuration() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.HadamardFeatureStep

configuration() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.L2FeatureStep

configuration() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.SameCategoryStep

configuration() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodeFeatureStep

configureAutoTuning(String, String, Map<String, Object>, Function<PIPELINE, INFO_RESULT>) - Static method in class org.neo4j.gds.ml.pipeline.PipelineCompanion

CONTEXT_NODE_LABELS - Static variable in interface org.neo4j.gds.ml.pipeline.NodePropertyStepContextConfig

CONTEXT_RELATIONSHIP_TYPES - Static variable in interface org.neo4j.gds.ml.pipeline.NodePropertyStepContextConfig

contextNodeLabels() - Method in interface org.neo4j.gds.ml.pipeline.ExecutableNodePropertyStep

contextNodeLabels() - Method in class org.neo4j.gds.ml.pipeline.NodePropertyStep

contextNodeLabels() - Method in interface org.neo4j.gds.ml.pipeline.NodePropertyStepContextConfig

contextRelationshipTypes() - Method in interface org.neo4j.gds.ml.pipeline.ExecutableNodePropertyStep

contextRelationshipTypes() - Method in class org.neo4j.gds.ml.pipeline.NodePropertyStep

contextRelationshipTypes() - Method in interface org.neo4j.gds.ml.pipeline.NodePropertyStepContextConfig

COSINE - org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStepFactory

CosineFeatureStep - Class in org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions

CosineFeatureStep(List<String>) - Constructor for class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.CosineFeatureStep

create(String, LinkFeatureStepConfiguration) - Static method in enum org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStepFactory

create(GraphStore, NodeClassificationTrainingPipeline, NodeClassificationPipelineTrainConfig, NodeFeatureProducer<NodeClassificationPipelineTrainConfig>, ProgressTracker) - Static method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrain

create(GraphStore, NodeRegressionTrainingPipeline, NodeRegressionPipelineTrainConfig, NodeFeatureProducer<NodeRegressionPipelineTrainConfig>, ProgressTracker) - Static method in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrain

create(GraphStore, PIPELINE_CONFIG, ExecutionContext, ProgressTracker) - Static method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodeFeatureProducer

create(LinkFeatureStepConfiguration) - Method in enum org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStepFactory

createNodePropertyStep(String, Map<String, Object>) - Static method in class org.neo4j.gds.ml.pipeline.NodePropertyStepFactory

createNodePropertyStep(String, Map<String, Object>, List<String>, List<String>) - Static method in class org.neo4j.gds.ml.pipeline.NodePropertyStepFactory

creationTime() - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

D

DEFAULT_CONFIG - Static variable in interface org.neo4j.gds.ml.pipeline.AutoTuningConfig

DEFAULT_CONFIG - Static variable in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

DEFAULT_CONFIG - Static variable in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictionSplitConfig

dimension() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureAppender

doubleAppender(NodePropertyValues, int) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.AbstractLinkFeatureAppenderFactory

doubleArrayAppender(NodePropertyValues, int) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.AbstractLinkFeatureAppenderFactory

drop(String, String) - Static method in class org.neo4j.gds.ml.pipeline.PipelineCatalog

E

EMPTY - Static variable in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionPredictPipeline

EMPTY - Static variable in class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictPipeline

equals(Object) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodeFeatureStep

equals(Object) - Method in class org.neo4j.gds.ml.pipeline.NodePropertyStep

estimate(ModelCatalog, String, List<String>, List<String>) - Method in interface org.neo4j.gds.ml.pipeline.ExecutableNodePropertyStep

estimate(ModelCatalog, String, List<String>, List<String>) - Method in class org.neo4j.gds.ml.pipeline.NodePropertyStep

estimate(ExecutionContext, LinkPredictionTrainingPipeline, LinkPredictionTrainConfig) - Static method in class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainPipelineExecutor

estimate(LinkPredictionTrainingPipeline, LinkPredictionTrainConfig) - Static method in class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrain

estimate(NodeClassificationTrainingPipeline, NodeClassificationPipelineTrainConfig, ModelCatalog) - Static method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrain

estimateNegativeSampling(String, double, double, double, Optional<String>) - Static method in class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionRelationshipSampler

estimateNodePropertySteps(ModelCatalog, String, List<ExecutableNodePropertyStep>, List<String>, List<String>) - Static method in class org.neo4j.gds.ml.pipeline.NodePropertyStepExecutor

estimatePositiveRelations(String, double, double, Optional<String>) - Static method in class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionRelationshipSampler

ExecutableNodePropertyStep - Interface in org.neo4j.gds.ml.pipeline

execute() - Method in class org.neo4j.gds.ml.pipeline.PredictPipelineExecutor

execute(Map<PipelineExecutor.DatasetSplits, PipelineGraphFilter>) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainPipelineExecutor

execute(Map<PipelineExecutor.DatasetSplits, PipelineGraphFilter>) - Method in class org.neo4j.gds.ml.pipeline.PipelineExecutor

execute(ExecutionContext, String, Collection<NodeLabel>, Collection<RelationshipType>) - Method in interface org.neo4j.gds.ml.pipeline.ExecutableNodePropertyStep

execute(ExecutionContext, String, Collection<NodeLabel>, Collection<RelationshipType>) - Method in class org.neo4j.gds.ml.pipeline.NodePropertyStep

executeNodePropertySteps(List<ExecutableNodePropertyStep>) - Method in class org.neo4j.gds.ml.pipeline.NodePropertyStepExecutor

executionContext - Variable in class org.neo4j.gds.ml.pipeline.PipelineExecutor

executionContext - Variable in class org.neo4j.gds.ml.pipeline.PredictPipelineExecutor

exists(String, String) - Static method in class org.neo4j.gds.ml.pipeline.PipelineCatalog

expectedGraphDimensions(GraphDimensions, String) - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

expectedSetSizes(long) - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

ExpectedSetSizes - Interface in org.neo4j.gds.ml.pipeline.linkPipeline

extractFeatures(long, long) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureExtractor

extractFeatures(Graph, List<LinkFeatureStep>, int, ProgressTracker, TerminationFlag) - Static method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureExtractor

F

FEATURE_INPUT - org.neo4j.gds.ml.pipeline.PipelineExecutor.DatasetSplits

featureDimension() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureExtractor

featureInputNodeLabels(GraphStore, Collection<NodeLabel>) - Method in interface org.neo4j.gds.ml.pipeline.ExecutableNodePropertyStep

featureInputRelationshipType() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

featureInputRelationshipTypes(GraphStore, Collection<RelationshipType>, Set<RelationshipType>) - Method in interface org.neo4j.gds.ml.pipeline.ExecutableNodePropertyStep

featureInputSize() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.ExpectedSetSizes

featurePipelineDescription() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionTrainingPipeline

featurePipelineDescription() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyTrainingPipeline

featurePipelineDescription() - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

featureProperties() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictPipeline

featureProperties() - Method in interface org.neo4j.gds.ml.pipeline.Pipeline

featurePropertiesMissingFromGraph(GraphStore, Collection<NodeLabel>) - Method in interface org.neo4j.gds.ml.pipeline.Pipeline

FeatureStep - Interface in org.neo4j.gds.ml.pipeline

featureSteps - Variable in class org.neo4j.gds.ml.pipeline.TrainingPipeline

featureSteps() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionPredictPipeline

featureSteps() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictPipeline

featureSteps() - Method in interface org.neo4j.gds.ml.pipeline.Pipeline

featureSteps() - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

FeatureStepUtil - Class in org.neo4j.gds.ml.pipeline

floatArrayAppender(NodePropertyValues, int) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.AbstractLinkFeatureAppenderFactory

foldTestSetSize(long) - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictionSplitConfig

foldTrainSetSize(long) - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictionSplitConfig

from(Stream<ExecutableNodePropertyStep>, Stream<LinkFeatureStep>) - Static method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionPredictPipeline

from(Stream<NodePropertyStep>, Stream<NodeFeatureStep>) - Static method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictPipeline

from(Pipeline<LinkFeatureStep>) - Static method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionPredictPipeline

from(Pipeline<NodeFeatureStep>) - Static method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictPipeline

fromObject(Object) - Static method in interface org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.LinkFeatureStepConfiguration

G

generateDatasetSplitGraphFilters() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainPipelineExecutor

generateDatasetSplitGraphFilters() - Method in class org.neo4j.gds.ml.pipeline.PipelineExecutor

get(String, String) - Static method in class org.neo4j.gds.ml.pipeline.PipelineCatalog

getAllPipelines(String) - Static method in class org.neo4j.gds.ml.pipeline.PipelineCatalog

getAvailableRelTypesForNodePropertySteps() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainPipelineExecutor

getAvailableRelTypesForNodePropertySteps() - Method in class org.neo4j.gds.ml.pipeline.PipelineExecutor

getGdsCallableDefinition(String) - Static method in class org.neo4j.gds.ml.pipeline.NodePropertyStepFactory

getTyped(String, String, Class<PIPELINE>) - Static method in class org.neo4j.gds.ml.pipeline.PipelineCatalog

graphStore - Variable in class org.neo4j.gds.ml.pipeline.PipelineExecutor

graphStore - Variable in class org.neo4j.gds.ml.pipeline.PipelineTrainAlgorithm

graphStore - Variable in class org.neo4j.gds.ml.pipeline.PredictPipelineExecutor

H

HADAMARD - org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStepFactory

HadamardFeatureStep - Class in org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions

HadamardFeatureStep(List<String>) - Constructor for class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.HadamardFeatureStep

hashCode() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodeFeatureStep

hashCode() - Method in class org.neo4j.gds.ml.pipeline.NodePropertyStep

I

inputNodeProperties() - Method in interface org.neo4j.gds.ml.pipeline.FeatureStep

inputNodeProperties() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.CosineFeatureStep

inputNodeProperties() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.HadamardFeatureStep

inputNodeProperties() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.L2FeatureStep

inputNodeProperties() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.SameCategoryStep

inputNodeProperties() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodeFeatureStep

internalTargetRelationshipType() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

isSymmetric() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureAppender

isSymmetric() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureExtractor

L

L2 - org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStepFactory

L2FeatureStep - Class in org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions

L2FeatureStep(List<String>) - Constructor for class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.L2FeatureStep

LabelsAndClassCountsExtractor - Class in org.neo4j.gds.ml.pipeline.nodePipeline.classification.train

linkFeatureAppender(Graph) - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStep

linkFeatureAppender(Graph) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.CosineFeatureStep

linkFeatureAppender(Graph) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.HadamardFeatureStep

linkFeatureAppender(Graph) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.L2FeatureStep

linkFeatureAppender(Graph) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.SameCategoryStep

LinkFeatureAppender - Interface in org.neo4j.gds.ml.pipeline.linkPipeline

Responsible for appending features given a specific graph.

LinkFeatureExtractor - Class in org.neo4j.gds.ml.pipeline.linkPipeline

Responsible for extracting features on a specific graph.

LinkFeatureStep - Interface in org.neo4j.gds.ml.pipeline.linkPipeline

LinkFeatureStepConfiguration - Interface in org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions

LinkFeatureStepFactory - Enum in org.neo4j.gds.ml.pipeline.linkPipeline

linkMetrics() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

LinkPredictionModelInfo - Interface in org.neo4j.gds.ml.pipeline.linkPipeline

LinkPredictionPredictPipeline - Class in org.neo4j.gds.ml.pipeline.linkPipeline

LinkPredictionRelationshipSampler - Class in org.neo4j.gds.ml.pipeline.linkPipeline.train

LinkPredictionRelationshipSampler(GraphStore, LinkPredictionSplitConfig, LinkPredictionTrainConfig, ProgressTracker, TerminationFlag) - Constructor for class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionRelationshipSampler

LinkPredictionSplitConfig - Interface in org.neo4j.gds.ml.pipeline.linkPipeline

LinkPredictionTrain - Class in org.neo4j.gds.ml.pipeline.linkPipeline.train

LinkPredictionTrain(Graph, Graph, LinkPredictionTrainingPipeline, LinkPredictionTrainConfig, ProgressTracker, TerminationFlag) - Constructor for class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrain

LinkPredictionTrainConfig - Interface in org.neo4j.gds.ml.pipeline.linkPipeline.train

LinkPredictionTrainingPipeline - Class in org.neo4j.gds.ml.pipeline.linkPipeline

LinkPredictionTrainingPipeline() - Constructor for class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionTrainingPipeline

LinkPredictionTrainPipelineExecutor - Class in org.neo4j.gds.ml.pipeline.linkPipeline.train

LinkPredictionTrainPipelineExecutor(LinkPredictionTrainingPipeline, LinkPredictionTrainConfig, ExecutionContext, GraphStore, ProgressTracker) - Constructor for class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainPipelineExecutor

LinkPredictionTrainPipelineExecutor.LinkPredictionTrainPipelineResult - Interface in org.neo4j.gds.ml.pipeline.linkPipeline.train

LinkPredictionTrainResult - Interface in org.neo4j.gds.ml.pipeline.linkPipeline.train

longAppender(NodePropertyValues, int) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.AbstractLinkFeatureAppenderFactory

longArrayAppender(NodePropertyValues, int) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.AbstractLinkFeatureAppenderFactory

M

mainMetric() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

MAX_TRIALS - Static variable in interface org.neo4j.gds.ml.pipeline.AutoTuningConfig

maxTrials() - Method in interface org.neo4j.gds.ml.pipeline.AutoTuningConfig

memoryEstimation(NodeClassificationPipelineTrainConfig) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainPipelineAlgorithmFactory

metrics() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionModelInfo

metrics() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

metrics() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineModelInfo

metrics() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineTrainConfig

metrics() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig

metrics(LocalIdMap, LongMultiSet) - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineTrainConfig

metricsToNames(List<Metric>) - Static method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

MIN_SET_SIZE - Static variable in class org.neo4j.gds.ml.pipeline.NonEmptySetValidation

MIN_TEST_COMPLEMENT_SET_SIZE - Static variable in class org.neo4j.gds.ml.pipeline.NonEmptySetValidation

MIN_TRAIN_SET_SIZE - Static variable in class org.neo4j.gds.ml.pipeline.NonEmptySetValidation

missingNodePropertiesFromFeatureSteps(Set<String>) - Static method in interface org.neo4j.gds.ml.pipeline.Pipeline

MODEL_TYPE - Static variable in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionTrainingPipeline

MODEL_TYPE - Static variable in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.NodeClassificationTrainingPipeline

MODEL_TYPE - Static variable in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainingPipeline

mutateNodeProperty() - Method in interface org.neo4j.gds.ml.pipeline.ExecutableNodePropertyStep

mutateNodeProperty() - Method in class org.neo4j.gds.ml.pipeline.NodePropertyStep

N

name() - Method in interface org.neo4j.gds.ml.pipeline.FeatureStep

name() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.CosineFeatureStep

name() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.HadamardFeatureStep

name() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.L2FeatureStep

name() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.SameCategoryStep

name() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodeFeatureStep

namesToMetrics(List<?>) - Static method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

negativeClassWeight() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

negativeRelationshipType() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

negativeSamplingRatio() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

NodeClassificationPipelineModelInfo - Interface in org.neo4j.gds.ml.pipeline.nodePipeline.classification.train

NodeClassificationPipelineTrainConfig - Interface in org.neo4j.gds.ml.pipeline.nodePipeline.classification.train

NodeClassificationToModelConverter - Class in org.neo4j.gds.ml.pipeline.nodePipeline.classification.train

NodeClassificationToModelConverter(NodeClassificationTrainingPipeline, NodeClassificationPipelineTrainConfig) - Constructor for class org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationToModelConverter

NodeClassificationTrain - Class in org.neo4j.gds.ml.pipeline.nodePipeline.classification.train

NodeClassificationTrainAlgorithm - Class in org.neo4j.gds.ml.pipeline.nodePipeline.classification.train

NodeClassificationTrainingPipeline - Class in org.neo4j.gds.ml.pipeline.nodePipeline.classification

NodeClassificationTrainingPipeline() - Constructor for class org.neo4j.gds.ml.pipeline.nodePipeline.classification.NodeClassificationTrainingPipeline

NodeClassificationTrainPipelineAlgorithmFactory - Class in org.neo4j.gds.ml.pipeline.nodePipeline.classification.train

NodeClassificationTrainPipelineAlgorithmFactory(ExecutionContext) - Constructor for class org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainPipelineAlgorithmFactory

NodeClassificationTrainResult - Interface in org.neo4j.gds.ml.pipeline.nodePipeline.classification.train

NodeClassificationTrainResult.NodeClassificationModelResult - Interface in org.neo4j.gds.ml.pipeline.nodePipeline.classification.train

NodeFeatureProducer<PIPELINE_CONFIG extends NodePropertyPipelineBaseTrainConfig> - Class in org.neo4j.gds.ml.pipeline.nodePipeline

NodeFeatureStep - Class in org.neo4j.gds.ml.pipeline.nodePipeline

NodeFeatureStep(String) - Constructor for class org.neo4j.gds.ml.pipeline.nodePipeline.NodeFeatureStep

nodeLabels() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

nodeLabels() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPipelineBaseTrainConfig

nodeLabels() - Method in interface org.neo4j.gds.ml.pipeline.PipelineGraphFilter

nodeProperties() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.LinkFeatureStepConfiguration

NodePropertyPipelineBaseTrainConfig - Interface in org.neo4j.gds.ml.pipeline.nodePipeline

NodePropertyPredictionSplitConfig - Interface in org.neo4j.gds.ml.pipeline.nodePipeline

NodePropertyPredictPipeline - Class in org.neo4j.gds.ml.pipeline.nodePipeline

NodePropertyStep - Class in org.neo4j.gds.ml.pipeline

NodePropertyStep(GdsCallableFinder.GdsCallableDefinition, Map<String, Object>) - Constructor for class org.neo4j.gds.ml.pipeline.NodePropertyStep

NodePropertyStep(GdsCallableFinder.GdsCallableDefinition, Map<String, Object>, List<String>, List<String>) - Constructor for class org.neo4j.gds.ml.pipeline.NodePropertyStep

NodePropertyStepContextConfig - Interface in org.neo4j.gds.ml.pipeline

NodePropertyStepExecutor<PIPELINE_CONFIG extends org.neo4j.gds.config.AlgoBaseConfig & org.neo4j.gds.config.GraphNameConfig> - Class in org.neo4j.gds.ml.pipeline

NodePropertyStepFactory - Class in org.neo4j.gds.ml.pipeline

nodePropertyStepFilter() - Method in class org.neo4j.gds.ml.pipeline.PredictPipelineExecutor

nodePropertySteps - Variable in class org.neo4j.gds.ml.pipeline.TrainingPipeline

nodePropertySteps() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionPredictPipeline

nodePropertySteps() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictPipeline

nodePropertySteps() - Method in interface org.neo4j.gds.ml.pipeline.Pipeline

nodePropertySteps() - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

NodePropertyTrainingPipeline - Class in org.neo4j.gds.ml.pipeline.nodePipeline

NodePropertyTrainingPipeline(TrainingPipeline.TrainingType) - Constructor for class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyTrainingPipeline

NodeRegressionPipelineModelInfo - Interface in org.neo4j.gds.ml.pipeline.nodePipeline.regression

NodeRegressionPipelineTrainConfig - Interface in org.neo4j.gds.ml.pipeline.nodePipeline.regression

NodeRegressionToModelConverter - Class in org.neo4j.gds.ml.pipeline.nodePipeline.regression

NodeRegressionToModelConverter(NodeRegressionTrainingPipeline, NodeRegressionPipelineTrainConfig) - Constructor for class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionToModelConverter

NodeRegressionTrain - Class in org.neo4j.gds.ml.pipeline.nodePipeline.regression

NodeRegressionTrainAlgorithm - Class in org.neo4j.gds.ml.pipeline.nodePipeline.regression

NodeRegressionTrainingPipeline - Class in org.neo4j.gds.ml.pipeline.nodePipeline.regression

NodeRegressionTrainingPipeline() - Constructor for class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainingPipeline

NodeRegressionTrainPipelineAlgorithmFactory - Class in org.neo4j.gds.ml.pipeline.nodePipeline.regression

NodeRegressionTrainPipelineAlgorithmFactory(ExecutionContext) - Constructor for class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainPipelineAlgorithmFactory

NodeRegressionTrainResult - Interface in org.neo4j.gds.ml.pipeline.nodePipeline.regression

NodeRegressionTrainResult.NodeRegressionTrainPipelineResult - Interface in org.neo4j.gds.ml.pipeline.nodePipeline.regression

NonEmptySetValidation - Class in org.neo4j.gds.ml.pipeline

numberOfModelSelectionTrials() - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

O

of(String) - Static method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodeFeatureStep

of(String, CypherMapWrapper) - Static method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

of(String, CypherMapWrapper) - Static method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineTrainConfig

of(String, CypherMapWrapper) - Static method in interface org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig

of(Map<String, Object>) - Static method in interface org.neo4j.gds.ml.pipeline.NodePropertyStepContextConfig

of(Map<Metric, Double>, Map<Metric, Double>, ModelCandidateStats, LinkPredictionPredictPipeline) - Static method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionModelInfo

of(Map<Metric, Double>, Map<Metric, Double>, ModelCandidateStats, NodePropertyPredictPipeline) - Static method in interface org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineModelInfo

of(Map<Metric, Double>, Map<Metric, Double>, ModelCandidateStats, NodePropertyPredictPipeline, List<Long>) - Static method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineModelInfo

of(Graph, List<LinkFeatureStep>) - Static method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureExtractor

of(CypherMapWrapper) - Static method in interface org.neo4j.gds.ml.pipeline.AutoTuningConfig

of(CypherMapWrapper) - Static method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

of(CypherMapWrapper) - Static method in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictionSplitConfig

of(ExecutionContext, GraphStore, CONFIG, Collection<NodeLabel>, Collection<RelationshipType>, Set<RelationshipType>, ProgressTracker) - Static method in class org.neo4j.gds.ml.pipeline.NodePropertyStepExecutor

org.neo4j.gds.ml.pipeline - package org.neo4j.gds.ml.pipeline

org.neo4j.gds.ml.pipeline.linkPipeline - package org.neo4j.gds.ml.pipeline.linkPipeline

org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions - package org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions

org.neo4j.gds.ml.pipeline.linkPipeline.train - package org.neo4j.gds.ml.pipeline.linkPipeline.train

org.neo4j.gds.ml.pipeline.nodePipeline - package org.neo4j.gds.ml.pipeline.nodePipeline

org.neo4j.gds.ml.pipeline.nodePipeline.classification - package org.neo4j.gds.ml.pipeline.nodePipeline.classification

org.neo4j.gds.ml.pipeline.nodePipeline.classification.train - package org.neo4j.gds.ml.pipeline.nodePipeline.classification.train

org.neo4j.gds.ml.pipeline.nodePipeline.regression - package org.neo4j.gds.ml.pipeline.nodePipeline.regression

outerTrainMetrics() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineModelInfo

P

pipeline - Variable in class org.neo4j.gds.ml.pipeline.PipelineExecutor

pipeline - Variable in class org.neo4j.gds.ml.pipeline.PipelineTrainAlgorithm

pipeline - Variable in class org.neo4j.gds.ml.pipeline.PredictPipelineExecutor

pipeline() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionModelInfo

pipeline() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

pipeline() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineModelInfo

pipeline() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPipelineBaseTrainConfig

pipeline() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineModelInfo

pipeline() - Method in interface org.neo4j.gds.ml.pipeline.PipelineCatalog.PipelineCatalogEntry

Pipeline<FEATURE_STEP extends FeatureStep> - Interface in org.neo4j.gds.ml.pipeline

PIPELINE_TYPE - Static variable in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionTrainingPipeline

PIPELINE_TYPE - Static variable in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.NodeClassificationTrainingPipeline

PIPELINE_TYPE - Static variable in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainingPipeline

PipelineCatalog - Class in org.neo4j.gds.ml.pipeline

PipelineCatalog.PipelineCatalogEntry - Interface in org.neo4j.gds.ml.pipeline

PipelineCompanion - Class in org.neo4j.gds.ml.pipeline

PipelineExecutor<PIPELINE_CONFIG extends org.neo4j.gds.config.AlgoBaseConfig & org.neo4j.gds.config.GraphNameConfig,PIPELINE extends Pipeline<?>,RESULT> - Class in org.neo4j.gds.ml.pipeline

PipelineExecutor(PIPELINE, PIPELINE_CONFIG, ExecutionContext, GraphStore, ProgressTracker) - Constructor for class org.neo4j.gds.ml.pipeline.PipelineExecutor

PipelineExecutor.DatasetSplits - Enum in org.neo4j.gds.ml.pipeline

PipelineGraphFilter - Interface in org.neo4j.gds.ml.pipeline

pipelineName() - Method in interface org.neo4j.gds.ml.pipeline.PipelineCatalog.PipelineCatalogEntry

PipelineTrainAlgorithm<RESULT,MODEL_RESULT extends org.neo4j.gds.core.model.CatalogModelContainer<?,CONFIG,?>,CONFIG extends org.neo4j.gds.config.AlgoBaseConfig & org.neo4j.gds.model.ModelConfig,FEATURE_STEP extends FeatureStep> - Class in org.neo4j.gds.ml.pipeline

PipelineTrainAlgorithm(PipelineTrainer<RESULT>, TrainingPipeline<FEATURE_STEP>, ResultToModelConverter<MODEL_RESULT, RESULT>, GraphStore, CONFIG, ProgressTracker) - Constructor for class org.neo4j.gds.ml.pipeline.PipelineTrainAlgorithm

PipelineTrainer<RESULT> - Interface in org.neo4j.gds.ml.pipeline

PredictPipelineExecutor<PIPELINE_CONFIG extends org.neo4j.gds.config.AlgoBaseConfig & org.neo4j.gds.config.GraphNameConfig,PIPELINE extends Pipeline<?>,RESULT> - Class in org.neo4j.gds.ml.pipeline

PredictPipelineExecutor(PIPELINE, PIPELINE_CONFIG, ExecutionContext, GraphStore, ProgressTracker) - Constructor for class org.neo4j.gds.ml.pipeline.PredictPipelineExecutor

preparePipelineConfig(Object, Map<String, Object>) - Static method in class org.neo4j.gds.ml.pipeline.PipelineCompanion

procedureFeatures(NodePropertyTrainingPipeline) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodeFeatureProducer

procName() - Method in interface org.neo4j.gds.ml.pipeline.ExecutableNodePropertyStep

procName() - Method in class org.neo4j.gds.ml.pipeline.NodePropertyStep

progressTask(String, LinkPredictionTrainingPipeline, long) - Static method in class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainPipelineExecutor

progressTask(GraphStore, NodeClassificationTrainingPipeline) - Static method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainPipelineAlgorithmFactory

progressTask(GraphStore, NodeClassificationPipelineTrainConfig) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainPipelineAlgorithmFactory

progressTask(GraphStore, NodeRegressionPipelineTrainConfig) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainPipelineAlgorithmFactory

progressTask(NodeClassificationTrainingPipeline, long) - Static method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrain

progressTask(NodePropertyTrainingPipeline, long) - Static method in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrain

progressTask(NodeRegressionTrainingPipeline, long) - Static method in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainPipelineAlgorithmFactory

progressTasks(long, LinkPredictionSplitConfig, int) - Static method in class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrain

propertyDimension(Graph, String) - Static method in class org.neo4j.gds.ml.pipeline.FeatureStepUtil

propertyDimension(NodePropertyValues, String) - Static method in class org.neo4j.gds.ml.pipeline.FeatureStepUtil

R

REGRESSION - org.neo4j.gds.ml.pipeline.TrainingPipeline.TrainingType

regressor() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult

relationshipTypes() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

relationshipTypes() - Method in interface org.neo4j.gds.ml.pipeline.PipelineGraphFilter

relationshipWeightProperty(ExecutionContext) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionTrainingPipeline

removeAll() - Static method in class org.neo4j.gds.ml.pipeline.PipelineCatalog

requireEagerFeatures() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.NodeClassificationTrainingPipeline

requireEagerFeatures() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyTrainingPipeline

requireEagerFeatures() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainingPipeline

ResultToModelConverter<MODEL,RESULT> - Interface in org.neo4j.gds.ml.pipeline

rootTaskName() - Method in interface org.neo4j.gds.ml.pipeline.ExecutableNodePropertyStep

rootTaskName() - Method in class org.neo4j.gds.ml.pipeline.NodePropertyStep

run() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrain

run() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrain

run() - Method in interface org.neo4j.gds.ml.pipeline.PipelineTrainer

S

SAME_CATEGORY - org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStepFactory

SameCategoryStep - Class in org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions

SameCategoryStep(List<String>) - Constructor for class org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.SameCategoryStep

schemaBeforeSteps - Variable in class org.neo4j.gds.ml.pipeline.PipelineExecutor

serialVersionUID - Static variable in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineTrainConfig

set(String, String, TrainingPipeline<?>) - Static method in class org.neo4j.gds.ml.pipeline.PipelineCatalog

setAutoTuningConfig(AutoTuningConfig) - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

setSplitConfig(LinkPredictionSplitConfig) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionTrainingPipeline

setSplitConfig(NodePropertyPredictionSplitConfig) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyTrainingPipeline

setTerminationFlag(TerminationFlag) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrain

setTerminationFlag(TerminationFlag) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrain

setTerminationFlag(TerminationFlag) - Method in interface org.neo4j.gds.ml.pipeline.PipelineTrainer

sourceNodeLabel() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

specificValidateBeforeExecution(GraphStore) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionPredictPipeline

specificValidateBeforeExecution(GraphStore) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionTrainingPipeline

specificValidateBeforeExecution(GraphStore) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.NodeClassificationTrainingPipeline

specificValidateBeforeExecution(GraphStore) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictPipeline

specificValidateBeforeExecution(GraphStore) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainingPipeline

specificValidateBeforeExecution(GraphStore) - Method in interface org.neo4j.gds.ml.pipeline.Pipeline

splitAndSampleRelationships(Optional<String>) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionRelationshipSampler

splitConfig - Variable in class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyTrainingPipeline

splitConfig() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionTrainingPipeline

splitConfig() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyTrainingPipeline

splitDatasets() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainPipelineExecutor

splitDatasets() - Method in class org.neo4j.gds.ml.pipeline.PipelineExecutor

T

targetNodeLabel() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

targetNodeLabelIdentifiers(GraphStore) - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPipelineBaseTrainConfig

targetNodeLabels() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPipelineBaseTrainConfig

targetRelationshipType() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

taskName() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainPipelineAlgorithmFactory

taskName() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainPipelineAlgorithmFactory

tasks(List<ExecutableNodePropertyStep>, long) - Static method in class org.neo4j.gds.ml.pipeline.NodePropertyStepExecutor

tasksByRelationshipProperty(ExecutionContext) - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionTrainingPipeline

TEST - org.neo4j.gds.ml.pipeline.PipelineExecutor.DatasetSplits

TEST_COMPLEMENT - org.neo4j.gds.ml.pipeline.PipelineExecutor.DatasetSplits

TEST_FRACTION_KEY - Static variable in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

testComplementRelationshipType() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

testComplementSize() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.ExpectedSetSizes

testFraction() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

testFraction() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictionSplitConfig

testMetrics() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineModelInfo

testRelationshipType() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

testSetSize(long) - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictionSplitConfig

testSize() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.ExpectedSetSizes

throwNanError(String, Collection<String>, long, long) - Static method in class org.neo4j.gds.ml.pipeline.FeatureStepUtil

toMap() - Method in interface org.neo4j.gds.ml.pipeline.AutoTuningConfig

toMap() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStep

toMap() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionModelInfo

toMap() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionPredictPipeline

toMap() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

toMap() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineModelInfo

toMap() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodeFeatureStep

toMap() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictionSplitConfig

toMap() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictPipeline

toMap() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineModelInfo

toMap() - Method in class org.neo4j.gds.ml.pipeline.NodePropertyStep

toMap() - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

toMapParameterSpace(Map<TrainingMethod, List<TunableTrainerConfig>>) - Static method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

toModel(NodeClassificationTrainResult, GraphSchema) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationToModelConverter

toModel(NodeRegressionTrainResult, GraphSchema) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionToModelConverter

toModel(RESULT, GraphSchema) - Method in interface org.neo4j.gds.ml.pipeline.ResultToModelConverter

TRAIN - org.neo4j.gds.ml.pipeline.PipelineExecutor.DatasetSplits

TRAIN_FRACTION_KEY - Static variable in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

trainFraction() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

trainingParameterSpace - Variable in class org.neo4j.gds.ml.pipeline.TrainingPipeline

trainingParameterSpace() - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

TrainingPipeline<FEATURE_STEP extends FeatureStep> - Class in org.neo4j.gds.ml.pipeline

TrainingPipeline(TrainingPipeline.TrainingType) - Constructor for class org.neo4j.gds.ml.pipeline.TrainingPipeline

TrainingPipeline.TrainingType - Enum in org.neo4j.gds.ml.pipeline

trainingStatistics() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainPipelineExecutor.LinkPredictionTrainPipelineResult

trainingStatistics() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainResult

trainingStatistics() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainResult.NodeClassificationModelResult

trainingStatistics() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainResult

trainingStatistics() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult.NodeRegressionTrainPipelineResult

trainingStatistics() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult

trainRelationshipType() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

trainSetSize(long) - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictionSplitConfig

trainSize() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.ExpectedSetSizes

type() - Method in class org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionTrainingPipeline

type() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.classification.NodeClassificationTrainingPipeline

type() - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainingPipeline

type() - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

V

validate() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

validateAgainstGraphStore(GraphStore, RelationshipType) - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

validateBeforeExecution(GraphStore, Collection<NodeLabel>) - Method in interface org.neo4j.gds.ml.pipeline.Pipeline

validateComputedFeatures(double[], int, int, Runnable) - Static method in class org.neo4j.gds.ml.pipeline.FeatureStepUtil

validateFeatureProperties(GraphStore, Collection<NodeLabel>) - Method in interface org.neo4j.gds.ml.pipeline.Pipeline

validateMainMetric(TrainingPipeline<?>, String) - Static method in class org.neo4j.gds.ml.pipeline.PipelineCompanion

validateMetrics() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig

validateMinNumNodesInSplitSets(Graph) - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictionSplitConfig

validateNodePropertyStepsContextConfigs(List<ExecutableNodePropertyStep>) - Method in class org.neo4j.gds.ml.pipeline.nodePipeline.NodeFeatureProducer

validateNodeSetSize(long, long, String, String) - Static method in class org.neo4j.gds.ml.pipeline.NonEmptySetValidation

validateRelSetSize(long, long, String, String) - Static method in class org.neo4j.gds.ml.pipeline.NonEmptySetValidation

validateSourceNodeLabel(GraphStore, Collection<NodeLabel>, Collection<RelationshipType>) - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

validateTargetNodeLabel(GraphStore, Collection<NodeLabel>, Collection<RelationshipType>) - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

validateTargetRelIsUndirected(GraphStore, Collection<NodeLabel>, Collection<RelationshipType>) - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig

validateTrainingParameterSpace() - Method in class org.neo4j.gds.ml.pipeline.TrainingPipeline

validationFolds() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig

validationFolds() - Method in interface org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictionSplitConfig

validationFoldSize() - Method in interface org.neo4j.gds.ml.pipeline.linkPipeline.ExpectedSetSizes

validNodePropertyStepsContextConfigs(List<ExecutableNodePropertyStep>) - Method in class org.neo4j.gds.ml.pipeline.NodePropertyStepExecutor

valueOf(String) - Static method in enum org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStepFactory

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.neo4j.gds.ml.pipeline.PipelineExecutor.DatasetSplits

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.neo4j.gds.ml.pipeline.TrainingPipeline.TrainingType

Returns the enum constant of this type with the specified name.

values() - Static method in enum org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStepFactory

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.neo4j.gds.ml.pipeline.PipelineExecutor.DatasetSplits

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.neo4j.gds.ml.pipeline.TrainingPipeline.TrainingType

Returns an array containing the constants of this enum type, in the order they are declared.

VALUES - Static variable in enum org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStepFactory

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