├── Deep_Learning_CheetSheet.pdf ├── Part1-Theory ├── Theory.md ├── compress.png ├── fastgood.png ├── margin.png ├── mindmap.jpg ├── over1.png ├── overfit.png ├── overparam.png ├── rademacher.png ├── random.png ├── sn.png └── teacherstudent.png ├── Part2-Basic ├── Basic.md ├── MLP.png ├── diff.png ├── line.png ├── logic.png ├── mindmap.jpg ├── momentum.png └── optimize.png ├── Part3-CNN ├── CNN.md ├── conv.png ├── group_conv.png ├── mindmap.jpg ├── problem.png └── transconv.png ├── Part4-CNN_applications ├── CNN_applications.md ├── FCN.png ├── R(2+1)D.png ├── UNet.png ├── mindmap.jpg ├── pointnet.png ├── slowfast.png ├── sphere.png └── triplet.png ├── Part5-RNN ├── RNN.md ├── bidirect.png ├── channel.png ├── class.png ├── eidetic.png ├── mindmap.jpg ├── multihead.png ├── network.png ├── picture.png ├── short_memory.png ├── space_temp.png ├── structure.png ├── temporal.png ├── transformer.png ├── turing.png └── zigzag.png ├── Part6-RNN_applications ├── DFSBFS.png ├── GNN.png ├── RNN_applications.md ├── TDM.png ├── biased.png ├── gated.png ├── hier.png ├── mindmap.jpg ├── question.png └── tree.png ├── Part7-GAN ├── ACGAN.png ├── CGAN.png ├── GAN.md ├── GAN.png ├── IS.png ├── PGD.png ├── adv.png ├── attack.png ├── collapse.png ├── cyclegan.png ├── example.png ├── gradient.png ├── mindmap.jpg ├── paired.png ├── progressive.png ├── project.png ├── unpaired.png └── wasserstein.png ├── Part8-RL ├── AlphaGO.png ├── MDP.png ├── RL.md ├── RL.png ├── actorcritic.png ├── mindmap.jpg ├── network.png ├── policy.png └── zero.png ├── README.md ├── 深度学习 思维导图.pdf └── 深度学习 整体总结.pdf /Deep_Learning_CheetSheet.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SerCharles/Deep-Learning-Notes/HEAD/Deep_Learning_CheetSheet.pdf -------------------------------------------------------------------------------- /Part1-Theory/Theory.md: -------------------------------------------------------------------------------- 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