A personal deep learning study note
2_Convolutional Neural Network
- Basic/Multi-layer Perceptron(MLP)
- AlexNet
- LeNet
- VGG
- ResNet
- Embedding 101
- Embedding RNN
- simpleRNN & LSTM & GRU
- RNN with daynamic sequences
4_Generative Adversarial Network
- Unet
- spacy 101
- Seq2Seq
- AutoEncoder
- VGG
- ResNet
- Auto-encoder
- deep variational autoencoders (VAE)
- Transformer
- Attention
- Auto-encoder
- deep variational autoencoders (VAE)
- DQN
- actor-critic
- multi-agent RF
- FCN
- Unet
- Deeplabv3
- simCLR
- GAN
- RandomforestRegression
- XGboost
- AdaBoost
- Fourier transform