valeman/awesome-conformal-prediction

• highhomepage#1

  Add the repository URL as the project homepage

  原因：

  复制粘贴的修复

  复制

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

  待办完成忽略
• mediumreadme#2

  Clarify the project's license(s) in the README

  原因：

  复制粘贴的修复

  复制

  Add a section or line in the README, e.g., "This project is licensed under [License Name 1] and [License Name 2]. See the LICENSE file for details."

  待办完成忽略
• lowreadme#3

  Emphasize 'awesome list' nature in the README's opening sentence

  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

  ⭐ **A professionally curated, definitive awesome list of resources for conformal prediction: methods, libraries, tutorials, benchmarks, and production guides.**

  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 uncertainty in machine learning model predictions reliably and rigorously?

  你：未被推荐
  AI 推荐顺序：

  1. Pyro
  2. TensorFlow Probability (TFP)
  3. Edward2
  4. Scikit-learn
  5. PyTorch
  6. TensorFlow
  7. Keras
  8. TensorFlow
  9. PyTorch
  10. MAPIE (Model Agnostic Prediction Interval Estimator)
  11. Conformal-Pytorch
  12. Scikit-learn
  13. Statsmodels
  14. Keras
  15. TensorFlow
  16. PyTorch
  17. Uncertainty-Toolbox

  AI 推荐了 17 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 and libraries for building robust prediction intervals?

  你：未被推荐
  AI 推荐顺序：

  1. scikit-learn
  2. quantregforest
  3. statsmodels
  4. LightGBM
  5. XGBoost
  6. PyTorch
  7. TensorFlow
  8. Pyro
  9. TensorFlow Probability
  10. nonconformist
  11. mapie

  AI 推荐了 11 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？