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

# Machine Learning

* [基础](https://github.com/ahangchen/windy-afternoon/tree/f8fddea761a9c19a823405bf8ce7b345e8b2468e/ml/base/README.md)
  * [SGD](https://github.com/ahangchen/windy-afternoon/tree/f8fddea761a9c19a823405bf8ce7b345e8b2468e/ml/base/SGD.pdf)
  * [《机器学习（周志华）》笔记](/ml/zzh_ml_notes/melon.md)
* [工具包](/ml/kit.md)
  * [TensorFlow学习笔记](https://github.com/ahangchen/GDLNotes)
* [技巧](/ml/trick.md)
* [实践](/ml/ncs.md)
* [读论文系列](/ml/papers.md)
  * [MLA 2016 南京 笔记](/ml/papers/overview/mla_2016.md)
  * [CNCC2017中的深度学习与跨媒体智能](/ml/papers/overview/cncc_cv.md)
  * [Person Re-id](/ml/papers/reid.md)
    * [Person Re-identification](/ml/papers/reid/reid.md)
    * [CVPR2016 Re-id](/ml/papers/reid/cvpr-reid.md)
    * [Camera topology and Person Re-id](/ml/papers/reid/reid-topo.md)
    * [Deep transfer learning Person Re-id](/ml/papers/reid/deep_transfer_learning_person_reid.md)
    * [CVPR 2018 TFusion完全解读](/ml/papers/reid/tfusion.md)
  * [Object Detection](/ml/papers/detection.md)
    * [RCNN](/ml/papers/detection/rcnn.md)
    * [SPPNet](/ml/papers/detection/sppnet.md)
    * [Fast RCNN](/ml/papers/detection/fast_rcnn.md)
    * [Faster RCNN](/ml/papers/detection/faster_rcnn.md)
    * [YOLO](/ml/papers/detection/yolo.md)
    * [SSD](/ml/papers/detection/ssd.md)
    * [YOLOv2\&YOLOv3](/ml/papers/detection/yolo23.md)
    * [Other](/ml/papers/detection/other.md)
  * [集成学习](https://github.com/ahangchen/windy-afternoon/tree/f8fddea761a9c19a823405bf8ce7b345e8b2468e/ml/essemble/README.md)
    * [多模态数据融合](https://github.com/ahangchen/windy-afternoon/tree/f8fddea761a9c19a823405bf8ce7b345e8b2468e/ml/Methodologies_for_Cross-Domain_Data_Fusion_An_Overview.pptx)