head to head · open source
generative-ai-for-beginners vs tick-stock-panel
generative-ai-for-beginners has 122,853 GitHub stars, 65,741 forks, 23 open issues and last shipped yesterday. tick-stock-panel has 6,902 stars, 1,662 forks, 25 open issues and last shipped yesterday. generative-ai-for-beginners leads on adoption by 1,680% (122,853 vs 6,902 stars). generative-ai-for-beginners is written in Jupyter Notebook under MIT; tick-stock-panel is written in Python under MIT. generative-ai-for-beginners has attracted 54% as many forks as stars, tick-stock-panel 24%. generative-ai-for-beginners was the more recently maintained of the two, and both are self-hostable with no licence fee.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| generative-ai-for-beginners | tick-stock-panel | |
|---|---|---|
| GitHub stars | ★ 123K | ★ 6.9K |
| License | MIT | MIT |
| Written in | Jupyter Notebook | Python |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 66K | ⑂ 1.7K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick generative-ai-for-beginners if
- You weight community size — 123K stars and counting
- You want the MIT license terms
- Your stack matches Jupyter Notebook
- You value the larger contributor base for long-term maintenance
pick tick-stock-panel if
- You want the tick-stock-panel feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and tick-stock-panel fits your workflow better
About generative-ai-for-beginners
21 Lessons teaching everything you need to know to start building Generative AI applications 🌐 Multi Language Support Supported via GitHub Action (Automated & Always Up to Date) Arabic Bengali Bulgarian Burmese (Myanmar) Chinese (Simplified) Chinese (Traditional, Hong Kong) Chinese (Traditional, Macau) Chinese (Traditional, Taiwan) Croatian Czech Danish Dutch Estonian Finnish French German Greek Hebrew Hindi Hungarian Indonesian Italian Japanese Kannada Khmer Korean Lithuanian Malay Malayalam Marathi Nepali Nigerian Pidgin Norwegian Persian (Farsi) Polish Portuguese (Brazil) Portuguese (Portugal) Punjabi…
read the full generative-ai-for-beginners overview →
About tick-stock-panel
📈 TSP · A股智能量化工作台 自托管、零运维的 A 股「选股 + 监控 + 回测」量化工作台 多数据源能力路由 · 分钟级策略执行 · 全时段异动监控 · AI 辅助研究 ✨ 核心功能 · 📸 界面预览 · 🏗️ 技术架构 · 🚀 快速开始 · ⚙️ 配置 · 📚 完整文档 [!IMPORTANT] 本项目以 个人开源 为主进行开发维护，数据源插件化，可任意接入第三方数据源。仅供学习研究使用。 ⚠️ 本项目谨作为本地量化提供解决思路与方案， 不作为投资软件或者看盘软件 。 明确不做 ：不对标同花顺 / 通达信，不内置「AI 荐股 / 涨停预测」。 📮 有任何项目问题可邮件联系 415333856@qq.com · 觉得有用请点个 ⭐ Star 💡 为什么做 TSP ✨ 核心功能 🔀 能力路由 6 类数据集按源能力独立路由, 换源不换口径 🔍 选股引擎 25 内置策略 + 自定义信号 + AI 生成, 毫秒级扫全 A 股 📊 指标流水线 68 列指标与信号, 一次扫表落盘 enriched Parquet 🧪 回测研究 因子/策略/分钟回测, T+1/费用/滑点, 因子归因 🔬 因子平台 DSL 自定义因子 + 检验组合, 与策略双向联动 ⛏️ 因子挖掘 样本外搜索多因子组合, 显式发布、永不上线 🌡️ 市场环境 情绪周期 6 阶段 + 概念/行业主线排名 🚨 异动监控…
read the full tick-stock-panel overview →
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Frequently asked questions
Is generative-ai-for-beginners or tick-stock-panel more popular?
generative-ai-for-beginners has 122,853 GitHub stars and tick-stock-panel has 6,902. generative-ai-for-beginners has the larger community by that measure.
Are generative-ai-for-beginners and tick-stock-panel free?
Both are open source. generative-ai-for-beginners is licensed under MIT and tick-stock-panel under MIT. Neither carries a licence fee.
What is the difference between generative-ai-for-beginners and tick-stock-panel?
generative-ai-for-beginners is written in Jupyter Notebook and tick-stock-panel in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, generative-ai-for-beginners or tick-stock-panel?
Choose generative-ai-for-beginners if you want the larger community (122,853 stars) or its MIT licence terms. Choose tick-stock-panel if its feature set, stack or MIT licence fits better. Both are self-hostable.