TODO

[JiaRu2016]

RL

• [ ] high dimentional continguous control using GAE
• [ ] Human-level control through deep reinforcement learning

GNN

• [ ] Node2vec

gnn framework

• [x] torch_geometric torch_scatter, torch_sparse 看源码

[JiaRu2016]

CV

Object Detection

https://www.youtube.com/playlist?list=PLhhyoLH6Ijfw0TpCTVTNk42NN08H6UvNq

Intro to obj detection

• [ ] multi-object detection using sliding window integrate with ConvNet OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks
• two stage
  • [ ] R-CNN
  • [ ] fast-rCNN
  • [ ] faster-rCNN
• one stage
  • [ ] YOLO

other subjects

• metrics: Intersection over Union or IoU
• metrics: mAP something like AUC?