--- title: "llm-cookbook vs llm-resource" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/datawhalechina-llm-cookbook-vs-liguodongiot-llm-resource" tools: ["datawhalechina-llm-cookbook", "liguodongiot-llm-resource"] --- # llm-cookbook vs llm-resource *GraphCanon updated Aug 21, 2026* ## Verdict Pick llm-cookbook if a Chinese version of Andrew Ng's course series on Large Language Models, tailored for developers looking to understand and get started with LLMs through Jupyter Notebooks; pick llm-resource if lLM全栈优质资源汇总 - 高质量的大语言模型相关资源集合. [llm-cookbook](https://datawhalechina.github.io/llm-cookbook/) reports 25k GitHub stars, 3.0k forks, and 10 open issues, last pushed Jun 12, 2025. [llm-resource](https://github.com/liguodongiot/llm-resource) has 725 stars, 85 forks, and 0 open issues, last pushed Jul 15, 2025. Figures are from public GitHub metadata via [llm-cookbook's repository](https://github.com/datawhalechina/llm-cookbook) and [llm-resource's repository](https://github.com/liguodongiot/llm-resource). | | [llm-cookbook](/tools/datawhalechina-llm-cookbook.md) | [llm-resource](/tools/liguodongiot-llm-resource.md) | | --- | --- | --- | | Tagline | 面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版 | LLM全栈优质资源汇总 | | Stars | 24,544 | 725 | | Forks | 2,953 | 85 | | Open issues | 10 | 0 | | Language | Jupyter Notebook | Shell | | Adopt for | A Chinese version of Andrew Ng's course series on Large Language Models, tailored for developers looking to understand and get started with LLMs through Jupyter Notebooks. | LLM全栈优质资源汇总 - 高质量的大语言模型相关资源集合 | | Persona | - | - | | Runtime | - | - | | License | - | Apache-2.0 | | Categories | Developer Tools, LLM Frameworks | Developer Tools, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [llm-cookbook](/tools/datawhalechina-llm-cookbook.md) | [llm-resource](/tools/liguodongiot-llm-resource.md) | | --- | --- | --- | | Days since push | 430d | 401d | | Open issues (now) | 10 | 0 | | Stars delta | +123 (30d) | +2 (30d) | | Open issues delta | +1 (30d) | 0 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/datawhalechina-llm-cookbook/trust.md) | [trust report](/tools/liguodongiot-llm-resource/trust.md) | ## Decision facts: llm-cookbook - **Adopt for:** A Chinese version of Andrew Ng's course series on Large Language Models, tailored for developers looking to understand and get started with LLMs through Jupyter Notebooks. ## Decision facts: llm-resource - **Adopt for:** LLM全栈优质资源汇总 - 高质量的大语言模型相关资源集合 ## Choose when ### Choose llm-cookbook if… - llm-cookbook is primarily Jupyter Notebook; llm-resource is Shell. - Tags unique to llm-cookbook: cookbook. - - You prefer learning in Chinese or have a better grasp when content is available in Chinese. ### Choose llm-resource if… - llm-resource is primarily Shell; llm-cookbook is Jupyter Notebook. - Tags unique to llm-resource: llmops. - 需要全面的LLM资源时，如开发、研究或学习大型语言模型框架 ## When NOT to use llm-cookbook - - If you do not require information in Chinese, other English-language resources might be more suitable and plentiful. - - You are seeking hands-on coding practice without theoretical foundations; this tutorial integrates both theory and practical exercises but leans towards guided learning rather than open-ended coding ## When NOT to use llm-resource - Apache-2.0 ## Common questions ### What is the difference between llm-cookbook and llm-resource? llm-cookbook: 面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版. llm-resource: LLM全栈优质资源汇总. See the comparison table for live GitHub stats and shared categories. ### When should I choose llm-cookbook over llm-resource? Choose llm-cookbook over llm-resource when llm-cookbook is primarily Jupyter Notebook; llm-resource is Shell; Tags unique to llm-cookbook: cookbook; - You prefer learning in Chinese or have a better grasp when content is available in Chinese. ### When should I choose llm-resource over llm-cookbook? Choose llm-resource over llm-cookbook when llm-resource is primarily Shell; llm-cookbook is Jupyter Notebook; Tags unique to llm-resource: llmops; 需要全面的LLM资源时，如开发、研究或学习大型语言模型框架. ### When should I avoid llm-cookbook? - If you do not require information in Chinese, other English-language resources might be more suitable and plentiful. - You are seeking hands-on coding practice without theoretical foundations; this tutorial integrates both theory and practical exercises but leans towards guided learning rather than open-ended coding ### When should I avoid llm-resource? Apache-2.0 ### Is llm-cookbook or llm-resource more popular on GitHub? llm-cookbook has more GitHub stars (24,544 vs 725). Stars measure visibility, not whether either tool fits your constraints. ### Are llm-cookbook and llm-resource open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to llm-cookbook or llm-resource? GraphCanon lists graph-backed alternatives at [llm-cookbook alternatives](/tools/datawhalechina-llm-cookbook/alternatives) and [llm-resource alternatives](/tools/liguodongiot-llm-resource/alternatives) ([llm-cookbook markdown twin](/tools/datawhalechina-llm-cookbook/alternatives.md), [llm-resource markdown twin](/tools/liguodongiot-llm-resource/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/datawhalechina-llm-cookbook-vs-liguodongiot-llm-resource.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, llm-cookbook or llm-resource? llm-cookbook: Dormant. llm-resource: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for llm-cookbook and llm-resource? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [llm-cookbook trust report](/tools/datawhalechina-llm-cookbook/trust); [llm-resource trust report](/tools/liguodongiot-llm-resource/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=datawhalechina-llm-cookbook`](/api/graphcanon/graph?tool=datawhalechina-llm-cookbook) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_