docs(readme): v0.7.8

[Zeyi-Lin]

No description provided.

[gemini-code-assist]

Summary of Changes

Hello @Zeyi-Lin, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request focuses on updating the documentation across multiple language README files to reflect the latest advancements and strategic positioning of SwanLab. The changes emphasize its evolution into a professional AI training analysis platform, tailored for model training teams, with expanded framework support and the introduction of significant new features like the swanlab.Api and enhanced UI functionalities. These updates aim to provide a clearer and more current understanding of SwanLab's capabilities and target audience.

Highlights

• Product Positioning Update: SwanLab's description has been updated across all README files, shifting its positioning from an 'open-source deep learning training tracking and visualization tool' to a 'professional AI training analysis platform' specifically for 'model training teams'.
• Expanded Framework Integration: The platform's compatibility has been enhanced, now integrating with '50+ mainstream AI training frameworks', an increase from the previously stated '40+ frameworks'.
• New Features Announced: A new update entry for 2026.02.06 has been added, highlighting the official launch of swanlab.Api (a powerful, object-oriented open API), CSV download support for ECharts.Table, and the ability to place charts at the top of groups with a single click.
• Changelog Formatting Improvement: A minor organizational change was made to the 'Full Changelog' section in all READMEs, moving an existing entry (dated 2025.09.22) into the collapsible details block for better structure.

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Changelog

• README.md
  • Updated the introductory description of SwanLab to reflect its new positioning as a 'professional AI training analysis platform' for 'model training teams', and increased the number of integrated frameworks from 40+ to 50+.
  • Added a new entry to the 'Recent Updates' section (2026.02.06) announcing the launch of swanlab.Api, CSV download support for ECharts.Table, and one-click chart placement.
  • Reordered the '2025.09.22' changelog entry to be correctly nested within the 'Full Changelog' collapsible section.
  • Revised the 'What is SwanLab' section to align with the updated product description and focus on its analytical and team collaboration features.
• README_EN.md
  • Updated the English introductory description of SwanLab, changing 'deep learning' to 'AI Training' and increasing integrated frameworks from 40+ to 50+.
  • Added a new entry to the 'Recent Updates' section (2026.02.06) for swanlab.Api launch, ECharts.Table CSV download, and chart placement features.
  • Reordered the '2025.09.22' changelog entry to be correctly nested within the 'Full Changelog' collapsible section.
• README_JP.md
  • Updated the Japanese introductory description of SwanLab, emphasizing its professional AI training analysis platform role and increasing integrated frameworks from 40+ to 50+.
  • Added a new entry to the 'Recent Updates' section (2026.02.06) for swanlab.Api launch, ECharts.Table CSV download, and chart placement features.
  • Reordered the '2025.09.22' changelog entry to be correctly nested within the 'Full Changelog' collapsible section.
• README_RU.md
  • Updated the Russian introductory description of SwanLab, emphasizing its professional AI training analysis platform role, deep analysis capabilities, accelerated experiment iteration, and increasing integrated frameworks from 40+ to 50+.
  • Added a new entry to the 'Recent Updates' section (2026.02.06) for swanlab.Api launch, ECharts.Table CSV download, and chart placement features.
  • Reordered the '2025.09.22' changelog entry to be correctly nested within the 'Full Changelog' collapsible section.

Activity

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[gemini-code-assist]

Code Review

This pull request updates the documentation for version 0.7.8. The changes are mostly good, updating the project description and changelog across multiple languages.

However, there are a few inconsistencies that should be addressed to ensure all documentation files are synchronized:

• Inconsistent Description: The main README.md (Chinese) updated the project's main description from being 'open-source' to 'professional'. While I've added a specific comment to fix this in README_EN.md, please ensure this change is correctly reflected in all language versions.
• Missing 'What is SwanLab' Update: The 'What is SwanLab' section (## 👋🏻 什么是SwanLab) was significantly updated in README.md. However, the corresponding sections in README_EN.md, README_JP.md, and README_RU.md were not updated. These sections should be translated and updated to match the new description in the main README.md.

Addressing these points will improve the consistency and quality of the documentation.