Hierarchy For All Packages

Package Hierarchies:

• org.neo4j.gds.ml.pipeline,
• org.neo4j.gds.ml.pipeline.linkPipeline,
• org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions,
• org.neo4j.gds.ml.pipeline.linkPipeline.train,
• org.neo4j.gds.ml.pipeline.nodePipeline,
• org.neo4j.gds.ml.pipeline.nodePipeline.classification,
• org.neo4j.gds.ml.pipeline.nodePipeline.classification.train,
• org.neo4j.gds.ml.pipeline.nodePipeline.regression

Class Hierarchy

• java.lang.Object
  • org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.AbstractLinkFeatureAppenderFactory
  • org.neo4j.gds.Algorithm<RESULT>
    • org.neo4j.gds.ml.pipeline.PipelineExecutor<PIPELINE_CONFIG,PIPELINE,RESULT>
      • org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainPipelineExecutor
    • org.neo4j.gds.ml.pipeline.PipelineTrainAlgorithm<RESULT,MODEL_RESULT,CONFIG,FEATURE_STEP>
      • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainAlgorithm
      • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainAlgorithm
    • org.neo4j.gds.ml.pipeline.PredictPipelineExecutor<PIPELINE_CONFIG,PIPELINE,RESULT>
  • org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.CosineFeatureStep (implements org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStep)
  • org.neo4j.gds.ml.pipeline.FeatureStepUtil
  • org.neo4j.gds.GraphStoreAlgorithmFactory<ALGO,CONFIG> (implements org.neo4j.gds.AlgorithmFactory<G,ALGO,CONFIG>)
    • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainPipelineAlgorithmFactory
    • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainPipelineAlgorithmFactory
  • org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.HadamardFeatureStep (implements org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStep)
  • org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.L2FeatureStep (implements org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStep)
  • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.LabelsAndClassCountsExtractor
  • org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureExtractor
  • org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionPredictPipeline (implements org.neo4j.gds.ml.pipeline.Pipeline<FEATURE_STEP>)
  • org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionRelationshipSampler
  • org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrain
  • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationToModelConverter (implements org.neo4j.gds.ml.pipeline.ResultToModelConverter<MODEL,RESULT>)
  • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrain (implements org.neo4j.gds.ml.pipeline.PipelineTrainer<RESULT>)
  • org.neo4j.gds.ml.pipeline.nodePipeline.NodeFeatureProducer<PIPELINE_CONFIG>
  • org.neo4j.gds.ml.pipeline.nodePipeline.NodeFeatureStep (implements org.neo4j.gds.ml.pipeline.FeatureStep, org.neo4j.gds.config.ToMapConvertible)
  • org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictPipeline (implements org.neo4j.gds.ml.pipeline.Pipeline<FEATURE_STEP>)
  • org.neo4j.gds.ml.pipeline.NodePropertyStep (implements org.neo4j.gds.ml.pipeline.ExecutableNodePropertyStep)
  • org.neo4j.gds.ml.pipeline.NodePropertyStepExecutor<PIPELINE_CONFIG>
  • org.neo4j.gds.ml.pipeline.NodePropertyStepFactory
  • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionToModelConverter (implements org.neo4j.gds.ml.pipeline.ResultToModelConverter<MODEL,RESULT>)
  • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrain (implements org.neo4j.gds.ml.pipeline.PipelineTrainer<RESULT>)
  • org.neo4j.gds.ml.pipeline.NonEmptySetValidation
  • org.neo4j.gds.ml.pipeline.PipelineCatalog
  • org.neo4j.gds.ml.pipeline.PipelineCompanion
  • org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.SameCategoryStep (implements org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStep)
  • org.neo4j.gds.ml.pipeline.TrainingPipeline<FEATURE_STEP> (implements org.neo4j.gds.ml.pipeline.Pipeline<FEATURE_STEP>)
    • org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionTrainingPipeline
    • org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyTrainingPipeline
      • org.neo4j.gds.ml.pipeline.nodePipeline.classification.NodeClassificationTrainingPipeline
      • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainingPipeline

Interface Hierarchy

• org.neo4j.gds.core.model.CatalogModelContainer<DATA,CONFIG,INFO>
  • org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainPipelineExecutor.LinkPredictionTrainPipelineResult
  • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainResult.NodeClassificationModelResult
  • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult.NodeRegressionTrainPipelineResult
• org.neo4j.gds.config.ConcurrencyConfig
  • org.neo4j.gds.config.AlgoBaseConfig (also extends org.neo4j.gds.config.BaseConfig, org.neo4j.gds.config.JobIdConfig)
    • org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig (also extends org.neo4j.gds.config.GraphNameConfig, org.neo4j.gds.model.ModelConfig, org.neo4j.gds.config.RandomSeedConfig)
    • org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPipelineBaseTrainConfig (also extends org.neo4j.gds.config.GraphNameConfig, org.neo4j.gds.model.ModelConfig, org.neo4j.gds.config.RandomSeedConfig, org.neo4j.gds.config.TargetNodePropertyConfig)
      • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineTrainConfig
      • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig
• org.neo4j.gds.ml.pipeline.linkPipeline.ExpectedSetSizes
• org.neo4j.gds.config.GraphNameConfig
  • org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig (also extends org.neo4j.gds.config.AlgoBaseConfig, org.neo4j.gds.model.ModelConfig, org.neo4j.gds.config.RandomSeedConfig)
  • org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPipelineBaseTrainConfig (also extends org.neo4j.gds.config.AlgoBaseConfig, org.neo4j.gds.model.ModelConfig, org.neo4j.gds.config.RandomSeedConfig, org.neo4j.gds.config.TargetNodePropertyConfig)
    • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineTrainConfig
    • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig
• org.neo4j.gds.config.JobIdConfig
  • org.neo4j.gds.config.AlgoBaseConfig (also extends org.neo4j.gds.config.BaseConfig, org.neo4j.gds.config.ConcurrencyConfig)
    • org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig (also extends org.neo4j.gds.config.GraphNameConfig, org.neo4j.gds.model.ModelConfig, org.neo4j.gds.config.RandomSeedConfig)
    • org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPipelineBaseTrainConfig (also extends org.neo4j.gds.config.GraphNameConfig, org.neo4j.gds.model.ModelConfig, org.neo4j.gds.config.RandomSeedConfig, org.neo4j.gds.config.TargetNodePropertyConfig)
      • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineTrainConfig
      • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig
• org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureAppender
• org.neo4j.gds.ml.pipeline.linkPipeline.linkfunctions.LinkFeatureStepConfiguration
• org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainResult
• org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationTrainResult
• org.neo4j.gds.ml.pipeline.NodePropertyStepContextConfig
• org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult
• org.neo4j.gds.ml.pipeline.PipelineCatalog.PipelineCatalogEntry
• org.neo4j.gds.ml.pipeline.PipelineGraphFilter
• org.neo4j.gds.ml.pipeline.PipelineTrainer<RESULT>
• org.neo4j.gds.config.RandomSeedConfig
  • org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig (also extends org.neo4j.gds.config.AlgoBaseConfig, org.neo4j.gds.config.GraphNameConfig, org.neo4j.gds.model.ModelConfig)
  • org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPipelineBaseTrainConfig (also extends org.neo4j.gds.config.AlgoBaseConfig, org.neo4j.gds.config.GraphNameConfig, org.neo4j.gds.model.ModelConfig, org.neo4j.gds.config.TargetNodePropertyConfig)
    • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineTrainConfig
    • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig
• org.neo4j.gds.ml.pipeline.ResultToModelConverter<MODEL,RESULT>
• java.io.Serializable
  • org.neo4j.gds.model.ModelConfig (also extends org.neo4j.gds.config.BaseConfig)
    • org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig (also extends org.neo4j.gds.config.AlgoBaseConfig, org.neo4j.gds.config.GraphNameConfig, org.neo4j.gds.config.RandomSeedConfig)
    • org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPipelineBaseTrainConfig (also extends org.neo4j.gds.config.AlgoBaseConfig, org.neo4j.gds.config.GraphNameConfig, org.neo4j.gds.config.RandomSeedConfig, org.neo4j.gds.config.TargetNodePropertyConfig)
      • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineTrainConfig
      • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig
• org.neo4j.gds.config.TargetNodePropertyConfig
  • org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPipelineBaseTrainConfig (also extends org.neo4j.gds.config.AlgoBaseConfig, org.neo4j.gds.config.GraphNameConfig, org.neo4j.gds.model.ModelConfig, org.neo4j.gds.config.RandomSeedConfig)
    • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineTrainConfig
    • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig
• org.neo4j.gds.config.ToMapConvertible
  • org.neo4j.gds.ml.pipeline.AutoTuningConfig
  • org.neo4j.gds.config.BaseConfig
    • org.neo4j.gds.config.AlgoBaseConfig (also extends org.neo4j.gds.config.ConcurrencyConfig, org.neo4j.gds.config.JobIdConfig)
      • org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig (also extends org.neo4j.gds.config.GraphNameConfig, org.neo4j.gds.model.ModelConfig, org.neo4j.gds.config.RandomSeedConfig)
      • org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPipelineBaseTrainConfig (also extends org.neo4j.gds.config.GraphNameConfig, org.neo4j.gds.model.ModelConfig, org.neo4j.gds.config.RandomSeedConfig, org.neo4j.gds.config.TargetNodePropertyConfig)
        • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineTrainConfig
        • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig
    • org.neo4j.gds.model.ModelConfig (also extends java.io.Serializable)
      • org.neo4j.gds.ml.pipeline.linkPipeline.train.LinkPredictionTrainConfig (also extends org.neo4j.gds.config.AlgoBaseConfig, org.neo4j.gds.config.GraphNameConfig, org.neo4j.gds.config.RandomSeedConfig)
      • org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPipelineBaseTrainConfig (also extends org.neo4j.gds.config.AlgoBaseConfig, org.neo4j.gds.config.GraphNameConfig, org.neo4j.gds.config.RandomSeedConfig, org.neo4j.gds.config.TargetNodePropertyConfig)
        • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineTrainConfig
        • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig
  • org.neo4j.gds.ml.pipeline.ExecutableNodePropertyStep
  • org.neo4j.gds.ml.pipeline.FeatureStep
    • org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStep (also extends org.neo4j.gds.config.ToMapConvertible)
  • org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStep (also extends org.neo4j.gds.ml.pipeline.FeatureStep)
  • org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionModelInfo
  • org.neo4j.gds.ml.pipeline.linkPipeline.LinkPredictionSplitConfig
  • org.neo4j.gds.ml.pipeline.nodePipeline.classification.train.NodeClassificationPipelineModelInfo
  • org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyPredictionSplitConfig
  • org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineModelInfo
  • org.neo4j.gds.ml.pipeline.Pipeline<FEATURE_STEP>

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureStepFactory
    • org.neo4j.gds.ml.pipeline.PipelineExecutor.DatasetSplits
    • org.neo4j.gds.ml.pipeline.TrainingPipeline.TrainingType