Updatedoc

[ShangziXue]

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Description

(Brief description on what this PR is about) Updated docs in tutorial and API reference

What does this implement/fix? Explain your changes.

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Pull request type

• [ ] [DATASET] Add a new dataset
• [ ] [BUGFIX] Bugfix
• [ ] [FEATURE] New feature (non-breaking change which adds functionality)
• [ ] [BREAKING] Breaking change (fix or feature that would cause existing functionality to not work as expected)
• [ ] [STYLE] Code style update (formatting, renaming)
• [ ] [REFACTOR] Refactoring (no functional changes, no api changes)
• [ ] [BUILD] Build related changes
• [x] [DOC] Documentation content changes
• [ ] [OTHER] Other (please describe):

Changes

Updated docs in tutorial and API reference

Does this close any currently open issues?

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Any relevant logs, error output, etc?

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Checklist

Before you submit a pull request, please make sure you have to following:

Essentials

• [ ] PR's title starts with a category (e.g. [BUGFIX], [FEATURE], [BREAKING], [DOC], etc)
• [ ] Changes are complete (i.e. I finished coding on this PR)
• [ ] All changes have test coverage and al tests passing
• [ ] Code is well-documented (extended the README / documentation, if necessary)
• [ ] If this PR is your first one, add your name and github account to AUTHORS.md

Comments

• If this change is a backward incompatible change, why must this change be made.
• Interesting edge cases to note here