🏆 Notable contributions
Popular open-source repos they've shipped to (commits + PRs)
Score breakdown
🛠 Featured work
Their own popular and pinned repositories
🌟 吴恩达《机器学习》课程作业实现及课件笔记资料
Jupyter Notebook✨ 本仓库用于存储一些小工具。例如，知乎问答爬虫、京东评论爬虫、分句工具等
Python🏆 基于transformer的单轮对话中文聊天机器人
Python🛸 This project is based on GPT3.5-turbo and can answer user's questions based on the PDF text files provided by the user.
Python🍀 这是一个简易的京东评论&问答内容爬虫
PythonHierarchical LQR-Based Trajectory Tracking Control for a Quadrotor with Actuator Dynamics
Python🧬 Stack & domains
🧬 Most similar developers
Closest profile, nearby score
🔥 Full roast
🔥 4.7 years on GitHub, your top original repo is a 65-star Andrew Ng course notes notebook, 6 of your 21 merged PRs are trivial avatar crops and .gitkeep padding, and all 8 of your popular-repo contribu
Duguce — 66.80/100 · NPC (Average · Unremarkable)
TL;DR: A thoroughly unremarkable GitHub NPC who pads his PR count with trivial changes and eval/docs work on big projects while his own repos are a wasteland of unstarred student course notes and tools.
| Dimension | Score | Notes |
|---|---|---|
| Account maturity | 8.5/10 | Registered 4.73 years, active across 6 contribution years, last activity 1 day ago. Nearly half a decade on the platform with no standout trajectory to show for it. |
| Original project quality | 10.4/18 | 13 original repos, 179 total stars, max 65 stars from top repo LearningMLwithAndrewNg (a Jupyter Notebook course notes repo, quality score 0.75). Your best work is a repackaged set of Andrew Ng course assignments — your home turf is a student project showcase, not an engineering portfolio. |
| Contribution quality | 17.8/27 | 21 merged PRs out of 25 total, 1 maintainer-closed unmerged PR, 3 author-closed external PRs, 0 author-closed own-repo PRs, 6 recent trivial PRs (avatar crops, .gitkeep, .DS_Store adds). 1 in 4 merged PRs is trivial padding, and you abandoned 3 external PRs yourself — your contribution queue is half window dressing, half forgotten drafts. |
| Ecosystem / maintenance impact | 11.6/20 | 8 PRs + 8 commits into popular repos (all-time, per impact summary), 2 impact repos: MemTensor/MemOS (10k stars, 6 PRs +7 commits) and SeekingDream/Static-to-Dynamic-LLMEval (499 stars, 2 PRs +1 commit). Verified sample of 5 PRs shows all work is eval/docs/scripts with zero core code changes — you're a window dresser for other people's code, not a maintainer or core contributor. |
| Community influence | 4.4/8 | 35 followers, 24 following. 35 followers for 4.7 years of activity, your follower count is lower than your total public repo count — you haven't influenced anyone beyond the few students copying your course notes. |
| Activity authenticity | 14.1/17 | 383 contributions last year, 3 activity types, no bot or farming indicators. 383 contributions look busy on the graph, but dig in and half are trivial PRs and eval script tweaks — quantity over quality, the classic NPC activity signature. |
Red flags
- Several recent merged PRs are low-value padding: cropping group chat avatars for a conference repo, adding .DS_Store system files, and updating .gitkeep placeholders that change nothing functionally.
- All 5 verified high-star (10k) ecosystem contributions are limited to evaluation scripts, documentation, and example files, with no core code changes to the target repository.
Score calibration No extra adjustment. The base score already priced in your trivial PR padding, docs-only external contributions, and student-project home turf, so no bump or haircut was needed.
Verdict Normal GitHub NPC: you show up, pad your PR count with low-value changes, and leech reputation from bigger projects while your own repos gather dust. No red flags, no real value either.