> For the complete documentation index, see [llms.txt](https://blog.tsingjyujing.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://blog.tsingjyujing.com/ml.md).

# 机器学习相关博客

- [一般理论](https://blog.tsingjyujing.com/ml/common.md)
- [收藏夹](https://blog.tsingjyujing.com/ml/common/collection.md)
- [论文阅读：“快把卷积神经网络中的平移不变性带回来”](https://blog.tsingjyujing.com/ml/common/conv.md)
- [手部检测和手势识别](https://blog.tsingjyujing.com/ml/common/hand-detection.md)
- [再谈正则化项](https://blog.tsingjyujing.com/ml/common/regularization.md)
- [半监督/无监督学习](https://blog.tsingjyujing.com/ml/common/semi-supervised-learning.md)
- [推荐系统相关博客](https://blog.tsingjyujing.com/ml/recsys.md)
- [关于AA测试和AB测试的一些思考](https://blog.tsingjyujing.com/ml/recsys/ab_testing.md)
- [随想： BPR Loss 与 Hinge Loss](https://blog.tsingjyujing.com/ml/recsys/bpr_and_hinger.md)
- [资料收集](https://blog.tsingjyujing.com/ml/recsys/collection.md)
- [向量稳定化](https://blog.tsingjyujing.com/ml/recsys/embedding_stablization.md)
- [Understanding LightGCN in a visualized way](https://blog.tsingjyujing.com/ml/recsys/light_gcn.md)
- [无采样的矩阵分解](https://blog.tsingjyujing.com/ml/recsys/non_sampling_mf.md)
- [Learning To Rank 之 RankNet](https://blog.tsingjyujing.com/ml/recsys/ranknet.md)
- [强化学习相关博客](https://blog.tsingjyujing.com/ml/rl.md)
- [Re：从零开始的Multi-armed Bandit](https://blog.tsingjyujing.com/ml/rl/mab-summary.md)