Model Governance

• Model Lineage Tracking
• Heterogeneous Graphs
  • Import SageMaker Libraries
  • Create the Artifacts Nodes
  • Create Trial Components Nodes
  • Create Actions Nodes
  • Create Context Nodes
  • Create Edges from Associations
  • Upload the generated files to S3
  • Setup Neptune Cluster and notebook plugin
  • Setup Neptune IAM Authentication Policy
  • Change Graph config and point to Neptune Endpoint
  • Make sure the configuration for the Neptune cluster is correct
  • Bulk load data into Neptune
  • Run a couple of Queries
  • Clean up - Reset the Database