diff --git a/ROADMAP.md b/ROADMAP.md index 8f53145d9c4..f10a5c52873 100644 --- a/ROADMAP.md +++ b/ROADMAP.md @@ -1,3 +1,31 @@ +# Katib 2021 Roadmap + +## New Features + +### AutoML + +- Support Population Based Training [#1382](https://github.com/kubeflow/katib/issues/1382) +- Support [ASHA](https://arxiv.org/pdf/1810.05934.pdf) +- Support Auto Model Compression [#460](https://github.com/kubeflow/katib/issues/460) +- Support Auto Feature Engineering [#475](https://github.com/kubeflow/katib/issues/475) +- Various CRDs for HP, NAS and other AutoML techniques. + +### UI + +- Migrate to the new Katib UI [Project 1](https://github.com/kubeflow/katib/projects/1) +- Hyperparameter importances visualization with fANOVA algorithm + +## Enhancements + +- Finish AWS CI/CD migration +- Support various parameter distribution [#1207](https://github.com/kubeflow/katib/issues/1207) +- Finish validation for Algorithms [#1126](https://github.com/kubeflow/katib/issues/1126) +- Refactor Hyperband [#1389](https://github.com/kubeflow/katib/issues/1389) +- Support multiple CRD version with conversion webhook +- MLMD integration with Katib Experiments + +# History + # Katib 2020 Roadmap ## New Features