Beginner score
48/100
Competition workspace
适合想围绕开源软件生态数据做实际项目的开发者、数据分析学习者和可视化创作者。任务类需要能实现指标、命令行查询模块或机器学习方法；作品类适合能使用可视化工具制作数据洞察报告、Dashboard 或协作网络图的人。
Suggested next step
Decide whether this contest fits your current stage before you sink time into the leaderboard.
Beginner score
48/100
Learning value
60/100
Estimated effort
12-40 hours
Metric
Official scoring is published on the Op…
适合想围绕开源软件生态数据做实际项目的开发者、数据分析学习者和可视化创作者。任务类需要能实现指标、命令行查询模块或机器学习方法；作品类适合能使用可视化工具制作数据洞察报告、Dashboard 或协作网络图的人。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
Git 与分支协作
开源许可证基础
软件开发与代码实现
数据分析
数据可视化工具
技术文档与演示视频制作
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点不只是完成一个原型，而是要将代码或作品提交到指定仓库，并以可合并、可开源、可协作的项目标准交付。评审还会检查 Git 分支与 Commit 规范、协作历史、文档、演示和可访问性，因此工程化与展示质量会显著影响结果。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
How to learn feature engineering, validation, and competition workflow without heavy hardware.
No GPU? Pick Competitions That Still Teach You Good HabitsUse these fields to make a quick decision before you dive deeper.
Registration is unverified; confirm availability on the official page before investing.
Sign in to save competitions and build your own shortlist.
Rules, files, submission details, and the live deadline still come from the official page.
These competitions share a similar domain or difficulty level.
Separate what is confirmed from what still needs review. Official rules and deadlines win — report anything that looks wrong.
Official metric is not published on the OpenAtom competition listing; verify scoring on the competition page.
reward_value_usd is a rough CNY→USD estimate (×0.14) for ranking only; use reward_summary for the official prize text.