Repository Issue Activity (beta)

#2681 Update the katib roadmap

#2631 Add TrainJob validation to Experiment webhook validator

#2280 Deprecate Skopt Suggestion Service

#2642 Compromised aquasecurity/trivy-action detected in GitHub Actions workflows

#2678 Suggestion services crash on log-distribution parameters with non-positive min/max

#2665 Optuna suggestion service silently ignores NORMAL and LOG_NORMAL distributions

#2637 TrainerStatus Collector: Real-time HPO trial convergence tracking via TrainJob trainerStatus

#2625 katib.search.categorical incorrectly populates "distribution" instead of "list" in V1beta1FeasibleSpace causing webhook rejection

#2628 Incorrect error formatting in trial controller package

#2616 Trainjob file-metricscollector does not exit after collecting metrics, but the same job is normal

#2603 Add node selector configuration for Python SDK (katib.tune)

#2049 Automate Katib Releases

#2614 File-metricscollector does not exit after collecting metrics, trial still running

#2613 [Bug] Katib Controller fails to create Suggestion pods on clusters with "Restricted" Pod Security Standards enabled

#2611 Make Katib UI accessible at root path (`/`) or clarify UI root path

#2408 Replace `go mock` with `client-go fake client` in unit tests

#2587 LLMs Fine-Tuning Errors in llm worker pod with pytorch conatiner

#2605 OptimizationJob CRD for HPO: The Evolution of the Katib Project

#1549 Support multi-objective optimization

#2548 PodDefaults over trial pods not being applied accordingly

#2571 Duplicate hyperparameters waste compute and time

#2578 Experiment names conflict across namespaces

#2099 [SDK] Show Valid Katib UI Link

#2326 [SDK] Support Docker image as objective in the `tune` API

#2416 [SDK] Fix the tricky import changes in Python SDK