Some basic examples from "Deep Learning with Python"
tensorlfow version:1.4.0
keras version:2.1.2
1.fully connected layers
2.binary classification
3.multi classification
4.scalar regression
5.cnn
6.training from scrtch
7.pretrained_model for feature extraction
8.pretrained_model: freezing
9.pretrained_model: fine tuning
10.visualization of activation
11.visualization of convolution filters
12.visualization of class activation map
13.keras' methods for text preprocessing
14.embedding
15.embedding: pretrained glove
16.simpleRNN and LSTM
17.LSTM: predict temperature
18.Neural style transfer