What is data lineage in machine learning?
Trace a model back to its data and transformations, find consumers of a changed dataset, and inspect recorded inputs and outputs in Polyaxon.
DataOpsMLOpsLineage
Latest articles
The latest guides, tutorials, and product updates.
Package the evidence behind a model release
Build an attributable model release record, reuse unchanged pipeline outputs, and recompute reports and decisions when their dependencies change.
MLOpsModel RegistryOrchestration
Correct evaluation labels and rescore saved predictions
Keep corrected labels as a new dataset version, reuse predictions when model inputs are unchanged, and compare evaluation runs in Polyaxon.
DataOpsMLOpsLineage