Kubeflow Roadmap update - with 1.5 details (#6266)
Kubeflow Roadmap update - with 1.5 details (#6266)

* Kubeflow Roadmap update - with 1.5 details

These proposed changes include: identifying that 1.4.1 has been delivered, provides themes for 1.5 and provides details of major features in 1.5 by working group.   This is an initial proposal that needs review by the working group leads.

* correct formatting in KFP features

Moved KFP features under KFP Control Flow doc

* updating KFP section

updating KFP references with updates from KFP team

* Updated the 1.5 release date to March

updated the 1.5 release date to March

* Update ROADMAP.md

change Hyperparameter leader election to Katib leader election

Co-authored-by: Andrey Velichkevich <889b6f94d88c79b96d935bab91e77219bacdc105@gmail.com>

* Update ROADMAP.md

improve description and details of feature for metrics collector

Co-authored-by: Andrey Velichkevich <889b6f94d88c79b96d935bab91e77219bacdc105@gmail.com>

* Update Katib description for Early stopping in 1.5

updating with Andrey's suggestion (but without the world proper).   * Validation for Early Stopping algorithm settings helps users to proper reduce model overfitting

Co-authored-by: Andrey Velichkevich <889b6f94d88c79b96d935bab91e77219bacdc105@gmail.com>
kubeflow/kubeflow,kubeflow/kubeflow,kubeflow/kubeflow,kubeflow/kubeflow,kubeflow/kubeflow,kubeflow/kubeflow