Update Katib UI with Optuna Algorithm Settings

[andreyvelich]

See comment: #1625 (comment).

We should add algorithm settings to Katib UI.
Also, I renamed some algorithm settings to be consistent across different Frameworks.
I will create an issue to track other frameworks and algorithm settings.

/assign @g-votte @c-bata @gaocegege @johnugeorge

[google-oss-robot]

@andreyvelich: GitHub didn't allow me to assign the following users: g-votte.

Note that only kubeflow members, repo collaborators and people who have commented on this issue/PR can be assigned. Additionally, issues/PRs can only have 10 assignees at the same time.
For more information please see the contributor guide

In response to this:

See comment: #1625 (comment).

We should add algorithm settings to Katib UI.
Also, I renamed some algorithm settings to be consistent across different Frameworks.
I will create an issue to track other frameworks and algorithm settings.

/assign @g-votte @c-bata @gaocegege @johnugeorge

Instructions for interacting with me using PR comments are available here. If you have questions or suggestions related to my behavior, please file an issue against the kubernetes/test-infra repository.

[johnugeorge]

/lgtm
/approve

[google-oss-robot]

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: andreyvelich, johnugeorge

The full list of commands accepted by this bot can be found here.

The pull request process is described here

Needs approval from an approver in each of these files:

• OWNERS [andreyvelich,johnugeorge]

Approvers can indicate their approval by writing /approve in a comment
Approvers can cancel approval by writing /approve cancel in a comment