valeman/awesome-conformal-prediction

• highreadme#1

  Refine README opening to clarify role as a discovery hub

  原因：

  当前

  ⭐ **The definitive resource for conformal prediction: methods, libraries, tutorials, benchmarks, and production guides.**

  复制粘贴的修复

  复制

  ⭐ **The definitive resource for conformal prediction: a curated hub to discover and understand leading methods, libraries, tutorials, benchmarks, and production guides, helping you choose the right tools for your needs.**

  待办完成忽略
• mediumhomepage#2

  Add repository URL to homepage metadata

  原因：

  复制粘贴的修复

  复制

  https://github.com/valeman/awesome-conformal-prediction

  待办完成忽略
• mediumlicense#3

  Add license clarification to README

  原因：

  复制粘贴的修复

  复制

  ## License
  
  This project is licensed under the terms found in the [LICENSE file](LICENSE).

  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

  How to quantify prediction uncertainty in machine learning models reliably?

  你：未被推荐
  AI 推荐顺序：

  1. nonconformist
  2. MAPIE
  3. statsmodels
  4. LightGBM
  5. XGBoost
  6. PyTorch
  7. Pyro
  8. TensorFlow Probability
  9. edward2
  10. TensorFlow
  11. scikit-learn
  12. GPyTorch

  AI 推荐了 12 个替代方案，却始终没点名 valeman/awesome-conformal-prediction。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Where can I find comprehensive resources on building robust prediction intervals?

  你：未被推荐
  AI 推荐顺序：

  1. Prediction Intervals for Machine Learning by Christoph Molnar
  2. Scikit-learn (scikit-learn/scikit-learn)
  3. Forecasting: Principles and Practice (Hyndman and Athanasopoulos)
  4. Statsmodels (statsmodels/statsmodels)
  5. Conformal Prediction
  6. PyTorch Forecasting (jdb78/pytorch-forecasting)
  7. TensorFlow Probability (tensorflow/probability)

  AI 推荐了 7 个替代方案，却始终没点名 valeman/awesome-conformal-prediction。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of valeman/awesome-conformal-prediction?

  pass
  ⚠AI 未点名 valeman/awesome-conformal-prediction —— 很可能在说另一个项目

  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 valeman/awesome-conformal-prediction in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 valeman/awesome-conformal-prediction

  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 valeman/awesome-conformal-prediction solve, and who is the primary audience?

  pass
  ⚠AI 未点名 valeman/awesome-conformal-prediction —— 很可能在说另一个项目

  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？