deep_learning_practice

This is my study & practice repository of some deep learning models which I am interested in.

Capsule Network

capsule_net & capsule_net_keras

• refer from CapsNet-Tensorflow
• tensorflow implemention of capsule network which come from [Dynamic Routing Between Capsules]

Transformer

attention_is_all_you_need/bojone

paper: attention is all you need

Feeder

feeder

• some example which show how to push data into computation graph

GAN

gan

• Generative Adversarial Networks

NMT

nmt

• neural machine translation

seq2seq

seq2seq

• simple example for seq2seq with attention

Tacotron

tacotron & tacotron2

• mel spectrum generation network

WaveNet

wavenet

• transform spectrum into audio

Text Emotion Recognization

text_ser

• recognize emotion from text