Revision ae21eae645328cf1cb64662f5ef300caefa4a2c5 authored by Kyle Hersey on 21 August 2020, 20:56:08 UTC, committed by Kyle Hersey on 21 August 2020, 20:56:08 UTC
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ROADMAP.md
# Katib 2020 Roadmap
## New Features
### Hyperparameter Tuning
- Support Early Stopping [#692](https://github.com/kubeflow/katib/issues/692)
### Neural Architecture Search
- Support Advanced NAS Algorithms like DARTs, ProxylessNAS [#461](https://github.com/kubeflow/katib/issues/461)
### Other Features
- Support Auto Model Compression [#460](https://github.com/kubeflow/katib/issues/460)
- Support Auto Feature Engineering [#475](https://github.com/kubeflow/katib/issues/475)
## Enhancements
### Common
- Delete Suggestion deployment after Experiment is finished [#1061](https://github.com/kubeflow/katib/issues/1061)
- Save Suggestion state after deployment is deleted [#1062](https://github.com/kubeflow/katib/issues/1062)
- Reconsider the design of Trial Template [#906](https://github.com/kubeflow/katib/issues/906)
- Design an extensible model for integrating with custom resources.
- Add validation for algorithms (a.k.a suggestions) [#1126](https://github.com/kubeflow/katib/issues/1126)
- Katib UI fixes and enhancements
- Investigate Kubeflow Metadata integration
- Investigate the alignment with concept and implementation of "experiments" and "jobs/runs" in KFP [#4955](https://github.com/kubeflow/kubeflow/issues/4955)
### Neural Architecture Search
- Refactor structure for NAS algorithms [#1125](https://github.com/kubeflow/katib/issues/1125)
- Refactor the design for NAS model constructor [#1127](https://github.com/kubeflow/katib/issues/1127)
- ENAS enhancements such as micro mode, RNN support
![swh spinner](/static/img/swh-spinner.gif)
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