Class: GraphDataConfiguration

Configuration for the graph training and validation data for ML pipeline.

URI: https://w3id.org/neat-ml/:GraphDataConfiguration

Slots

Name	Range	Cardinality	Description	Info
graph	EnsmallenRunConfig	0..1	Graph configuration for pipeline	.
evaluation_data	TrainValidData	0..1	Input data for pipeline.	.
source_data	FileResourceContainer	0..1	Compressed input data for pipeline (tar.gz).	.

Usages

used by	used in	type	used
NeatConfiguration	graph_data	range	GraphDataConfiguration

Identifier and Mapping Information

LinkML Specification

Direct

name: GraphDataConfiguration
description: Configuration for the graph training and validation data for ML pipeline.
from_schema: https://w3id.org/neat-ml
attributes:
  graph:
    name: graph
    description: Graph configuration for pipeline
    from_schema: https://w3id.org/neat-ml
    range: EnsmallenRunConfig
  evaluation_data:
    name: evaluation_data
    description: Input data for pipeline.
    from_schema: https://w3id.org/neat-ml
    range: TrainValidData
  source_data:
    name: source_data
    description: Compressed input data for pipeline (tar.gz).
    from_schema: https://w3id.org/neat-ml
    range: FileResourceContainer

Induced

name: GraphDataConfiguration
description: Configuration for the graph training and validation data for ML pipeline.
from_schema: https://w3id.org/neat-ml
attributes:
  graph:
    name: graph
    description: Graph configuration for pipeline
    from_schema: https://w3id.org/neat-ml
    alias: graph
    owner: GraphDataConfiguration
    range: EnsmallenRunConfig
  evaluation_data:
    name: evaluation_data
    description: Input data for pipeline.
    from_schema: https://w3id.org/neat-ml
    alias: evaluation_data
    owner: GraphDataConfiguration
    range: TrainValidData
  source_data:
    name: source_data
    description: Compressed input data for pipeline (tar.gz).
    from_schema: https://w3id.org/neat-ml
    alias: source_data
    owner: GraphDataConfiguration
    range: FileResourceContainer