shenweichen/AlgoNotes

• highreadme#1

  Add a clear introductory sentence to the README

  原因：

  当前

  # 浅梦学习笔记 公众号文章汇总

  复制粘贴的修复

  复制

  # 浅梦学习笔记 公众号文章汇总
  
  本仓库是「浅梦学习笔记」公众号文章的精选汇总，涵盖推荐系统、计算广告、机器学习、深度学习、特征工程、图算法、NLP、CV、大数据以及求职面试等领域的学习笔记与技术实践。

  待办完成忽略
• highlicense#2

  Add a LICENSE file to clarify usage rights

  原因：

  复制粘贴的修复

  复制

  Create a LICENSE file in the root directory of the repository. Choose an appropriate open-source license (e.g., MIT, Apache-2.0, or CC-BY-4.0 for content) and add its text to the file.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  Seeking comprehensive learning resources on recommendation systems, feature engineering, and computational advertising.

  你：未被推荐
  AI 推荐顺序：

  1. Recommender Systems Handbook
  2. Feature Engineering for Machine Learning
  3. Deep Learning
  4. Computational Advertising
  5. Deep Learning Specialization
  6. Mining of Massive Datasets
  7. Rules of Machine Learning: Best Practices for ML Engineering

  AI 推荐了 7 个替代方案，却始终没点名 shenweichen/AlgoNotes。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Where can I find detailed notes on graph algorithms, NLP, and preparing for ML interviews?

  你：未被推荐
  AI 推荐顺序：

  1. Grokking Algorithms
  2. Stanford CS224N: Natural Language Processing with Deep Learning
  3. Cracking the Coding Interview
  4. Machine Learning System Design Interview
  5. Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
  6. LeetCode
  7. Towards Data Science

  AI 推荐了 7 个替代方案，却始终没点名 shenweichen/AlgoNotes。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  fail

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of shenweichen/AlgoNotes?

  pass
  ✓AI 明确点名了 shenweichen/AlgoNotes

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts shenweichen/AlgoNotes in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 shenweichen/AlgoNotes

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo shenweichen/AlgoNotes solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 shenweichen/AlgoNotes

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？