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[Doc] Add Imbalance label guide and reorg #1176

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merged 33 commits into from
Feb 20, 2025

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zhjwy9343
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@zhjwy9343 zhjwy9343 commented Feb 18, 2025

Issue #, if available:

Description of changes:
This PR adds one new document for handling imbalanced labels in classification and regression. It also reorganize the Advanced Topics slightly by removing the advanced-usage, and splitting its contents into two separated docs. The PR modified the title of Advanced Topics into Practical & Advanced Guides to reflect the complexity under this category, and add new docs into the index page's Practical and Advanced Guides section.

Preview link:http://james4graphstorm.readthedocs.io/en/james_adv_imbalance/#

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

@zhjwy9343 zhjwy9343 added documentation Improvements or additions to documentation ready able to trigger the CI 0.4.1 labels Feb 18, 2025
@zhjwy9343 zhjwy9343 requested a review from thvasilo February 18, 2025 00:30
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LGTM overall, just some typo/text suggestions.

zhjwy9343 and others added 12 commits February 18, 2025 10:09
Co-authored-by: Theodore Vasiloudis <theodoros.vasiloudis@gmail.com>
Co-authored-by: Theodore Vasiloudis <theodoros.vasiloudis@gmail.com>
Co-authored-by: Theodore Vasiloudis <theodoros.vasiloudis@gmail.com>
Co-authored-by: Theodore Vasiloudis <theodoros.vasiloudis@gmail.com>
Co-authored-by: Theodore Vasiloudis <theodoros.vasiloudis@gmail.com>
Co-authored-by: Theodore Vasiloudis <theodoros.vasiloudis@gmail.com>
Co-authored-by: Theodore Vasiloudis <theodoros.vasiloudis@gmail.com>
Co-authored-by: Theodore Vasiloudis <theodoros.vasiloudis@gmail.com>
Co-authored-by: Theodore Vasiloudis <theodoros.vasiloudis@gmail.com>
Co-authored-by: Theodore Vasiloudis <theodoros.vasiloudis@gmail.com>
Co-authored-by: Theodore Vasiloudis <theodoros.vasiloudis@gmail.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
zhjwy9343 and others added 10 commits February 19, 2025 10:03
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
@zhjwy9343 zhjwy9343 merged commit 6758c8d into awslabs:main Feb 20, 2025
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3 participants