qusong0627/QuantMind
QuantMind（量化大脑）开源版是一款面向个人开发者与投研团队的 AI 原生多市场量化交易平台。深度集成微软 Qlib、RD-Agent 因子演化与 TradingAgents 多智能体投研，提供从 300+ 维因子挖掘、13 种机器学习与深度学习模型工场、Optuna 自动调参、Qlib 高性能回测、截面批量推理、7x24 实时舆情情绪分析，到通达信深度联动（板块推送/预警雷达/闪电下单）与实盘模拟交易的完整闭环。全面支持 A股、港股、美股、期货及区块链。系统采用 Docker Compose 一键私有化部署，数据与模型完全本地化，保障策略隐私，功能零门槛无限制。
Summary
The available public data is mixed. More sustained activity or a broader contributor base would strengthen the score.
qusong0627/QuantMind recorded 521 commits in the past 30 days, has 2 public contributors, and has averaged 4.2 stars a day since launch.
Repository health
Maintainer track record
Repository quality
Catalyst Score
Contributors
Public track record
@qusong0627 · Repository owner
This account has a limited public history, so the track-record score is less certain.
@guge199205-byte · Top contributor
This account has a limited public history, so the track-record score is less certain.
Score breakdown
How the Catalyst Score was calculated
Activity
Recent repository activity
521
Commits · 30d
2
Public contributors
4.2
Lifetime stars/day
0
Pull requests · 90d
Findings
What we found
521 commits in the last 30 days
2 public contributors
0 issues and 0 pull requests opened in 90 days
8 documentation and structure checks passed
Related repositories
docker · 0 created in the past 30 days
Risk review
What needs watching
Public GitHub data cannot verify private work, employment claims, code security, or identity. Use the track-record score as research context, not proof of identity or trustworthiness.
Growth quality
Recent attention and maintainer concentration
Recent timestamps and contribution patterns help distinguish sustained adoption from a single headline number.
Contributor concentration
Top 2 public contributors
- Top contributor share
- 99%
- Top three share
- 100%
- Contributors checked
- 2
- Concentration
- High
Shares use the contribution totals reported for the contributors checked, not private or unlinked activity.
Recent commit sample
Latest 100 commits
- Unique authors
- 2
- Verified commits
- 0%
- Merge commits
- 5%
- Median time between commits
- 8 min
Repository footprint
Default branch: master
- Repository size
- 136.8 MB
- Branches
- 2
- Tags
- 4
- Watchers
- 6
Deeper GitHub data
Delivery, collaboration, and project readiness
These metrics use the latest public records GitHub makes available for this repository.
Language composition
Share of detected source bytes
Community readiness
GitHub community health 42%
Pull request health
Latest 5 pull requests
- Merge rate
- 60%
- Median merge time
- 22.3 hours
- Open
- 0
- Stale over 30 days
- 0
Issue health
Latest 18 issues
- Closure rate
- 0%
- Median close time
- Not enough data
- Open
- 18
- Open without replies
- 0
Release cadence
Latest 1 release records
- Latest release
- 1.0.0
- Published in 90 days
- 0
- Median cadence
- Not enough data
- Asset downloads
- 32
Last checked
8/25/2026, 11:14:30 PM