Katib 2020 Roadmap New Features Hyperparameter Tuning Support Early Stopping #692 Neural Architecture Search Support Advanced NAS Algorithms like DARTs, ProxylessNAS #461 Other Features Support Auto Model Compression #460 Support Auto Feature Engineering #475 Enhancements Hyperparameter Tuning Delete Suggestion deployment after Experiment is finished #1061 Save Suggestion state after deployment is deleted #1062 Reconsider the design of Trial Template #906 Add validation for algorithms (a.k.a suggestions) #1126 Neural Architecture Search Refactor structure for NAS algorithms #1125 Refactor the design for NAS model constructor #1127 Katib UI fixes and enhancements ENAS enhancements such as micro mode, RNN support