- 学术相关
- Mapping Market Structure Evolution
- How self-selection Bias in online reviews affects buyer satisfaction: A product type perspective
- Mastering the Game of Guandan with Deep Reinforcement Learning and Behavior Regulating
- VAR宏观计量经济模型的演变与发展
- 统计之都丨统计学科的未来
- 稀疏混合专家架构语言模型（MoE）代码
- Calling Bullshit: The Art of Skepticism in a Data-Driven World
- 业界动态
- 生成式智能与供应链
- 技术技巧
学术相关
Mapping Market Structure Evolution1
How self-selection Bias in online reviews affects buyer satisfaction: A product type perspective2
Mastering the Game of Guandan with Deep Reinforcement Learning and Behavior Regulating3
VAR宏观计量经济模型的演变与发展
统计之都丨统计学科的未来
稀疏混合专家架构语言模型（MoE）代码
Calling Bullshit: The Art of Skepticism in a Data-Driven World
书籍备忘录
本书源于2017年两位作者在华盛顿大学开设的一门叫作“拆穿数据胡扯：数字世界的数据推理（Calling Bullshit: Data Reasoning in a Digital World）”的课程，课程建有同名网站，网站包括课程大纲、上课视频、识别数据胡扯的工具和案例、常见问题，读者可以结合本书与同名网站资源共同阅读学习，更有收获。
业界动态
生成式智能与供应链
技术技巧
Prompt优化工具
基于OpenAI LLM，会产生一定的开销。
Causality Lab
Intel Labs因果发现算法
- 因果充分假设下的因果发现与贝叶斯网络结构学习
- PC算法
- RAI算法
- B-RAI算法
- 存在潜在混杂因素和选择偏倚时的因果发现
- FCI算法
- ICD算法
- TS-ICD算法
- 因果推断
- CLEANN算法
Python的封装、继承和多态
-
Matthe, M., Ringel, D. M., & Skiera, B. (2023). Mapping Market Structure Evolution. Marketing Science, 42(3), 589–613. https://doi.org/10.1287/mksc.2022.1385 ↩
-
Xie, Y., Yeoh, W., & Wang, J. (2024). How self-selection Bias in online reviews affects buyer satisfaction: A product type perspective. Decision Support Systems, 114199. https://doi.org/10.1016/j.dss.2024.114199 ↩
-
Yanggong, Y., Pan, H., & Wang, L. (2024). Mastering the Game of Guandan with Deep Reinforcement Learning and Behavior Regulating (arXiv:2402.13582). arXiv. http://arxiv.org/abs/2402.13582 ↩