Dataset Dependency Graphs for Leakage-Aware Evaluation

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Documentation for package ‘splitGraph’ version 0.2.0

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package NEWS
• Package README

Help Pages

as_igraph	Assemble and Validate Dependency Graphs
as_split_spec	Translate splitGraph Constraints into Stable Split Specifications
build_dependency_graph	Assemble and Validate Dependency Graphs
build_depgraph	Assemble and Validate Dependency Graphs
create_edges	Create Canonical Node and Edge Tables
create_nodes	Create Canonical Node and Edge Tables
dependency_constraint	Construct Core splitGraph S3 Objects
dependency_graph	Construct Core splitGraph S3 Objects
depgraph_validation_report	Validation Report Object for splitGraph Graphs
derive_split_constraints	Derive Split Constraints from Dependency Graphs
detect_dependency_components	Query Dependency Graph Structure
detect_shared_dependencies	Query Dependency Graph Structure
graph_edge_set	Construct Core splitGraph S3 Objects
graph_from_metadata	Build a Dependency Graph Directly from a Metadata Table
graph_node_set	Construct Core splitGraph S3 Objects
graph_query_result	Construct Core splitGraph S3 Objects
grouping_vector	Derive Split Constraints from Dependency Graphs
ingest_metadata	Standardize Sample Metadata
leakage_constraint	Construct Core splitGraph S3 Objects
leakage_risk_summary	Validation Report Object for splitGraph Graphs
new_depgraph	Construct Core splitGraph S3 Objects
new_depgraph_edges	Construct Core splitGraph S3 Objects
new_depgraph_nodes	Construct Core splitGraph S3 Objects
query_edge_type	Query Dependency Graph Structure
query_neighbors	Query Dependency Graph Structure
query_node_type	Query Dependency Graph Structure
query_paths	Query Dependency Graph Structure
query_shortest_paths	Query Dependency Graph Structure
read_dependency_graph	Serialize a Dependency Graph to JSON
read_split_spec	Serialize a Split Specification to JSON
split_constraint	Construct Core splitGraph S3 Objects
split_spec	Validation Report Object for splitGraph Graphs
split_spec_validation	Validation Report Object for splitGraph Graphs
summarize_leakage_risks	Translate splitGraph Constraints into Stable Split Specifications
validate_depgraph	Assemble and Validate Dependency Graphs
validate_graph	Assemble and Validate Dependency Graphs
validate_split_spec	Translate splitGraph Constraints into Stable Split Specifications
write_dependency_graph	Serialize a Dependency Graph to JSON
write_split_spec	Serialize a Split Specification to JSON