Major features tracked for next Katib release. Few might be a stretch but still tracked for next release.

Kubeflow Pipelines

• Better data passing for Katib component - (#1846)
• Use Kubeflow Pipelines as Trial target - (#1914)

MLFlow Integration

• Support Push based metric collection(#577)

UI enhancements

• Metrics out of view for experiment metrics (Metrics can go out of view when visualizing experiment metrics #1923)
• 500 error code after refresh Katib experiment detail page 500 error after refresh #1967
• Expose trial logs(Show trial logs on the interface #971 )
• Sorting trial list([UI Feature] Sorting for the Trial list table #1441 )
• Expose more status fields ( [rev] Extend new Katib UI with more Status fields #1434 )

Misc

• Narrow RBAC rules for Katib deployment(#1639)
• Customize Suggestion deployment(#1737 #1976)
• Support for Kubernetes 1.25 (Support Kubernetes v1.25 #1957)
• Support Log uniform scale ([feature] Support log-uniform scale in search space definition #1207 )
• Implement Conformance tests (Conformance tests for Katib #2044)

/cc @tenzen-y @andreyvelich @gaocegege