python-tutorial/07keras at master · zhangtcq/python-tutorial · GitHub

Name	Name	Last commit message	Last commit date
parent directory ..
babi	babi
fra-eng	fra-eng
01.base.py	01.base.py
02mlp_multi_classification.py	02mlp_multi_classification.py
03mlp_binary_classification.py	03mlp_binary_classification.py
04vgg_conv.py	04vgg_conv.py
05lstm_classification.py	05lstm_classification.py
06sequential.py	06sequential.py
07shared_lstm.py	07shared_lstm.py
08imdb_fasttext.py	08imdb_fasttext.py
09fasttext_multi_classification.py	09fasttext_multi_classification.py
10seq2seq_trans.py	10seq2seq_trans.py
11lstm_text_generation.py	11lstm_text_generation.py
12rnn_num_add.py	12rnn_num_add.py
13rnn_num_multiplication.py	13rnn_num_multiplication.py
README.md	README.md

README.md

bAbi: 阅读理解任务

记忆网络（memory network）实现阅读理解任务
RNN网络实现

keras 应用

01.base: 认识keras变量
02mlp_multi_classification: 多层感知器多分类深度网络
03mlp_binary_classification: 多层感知器二分类深度网络
04vgg_conv: VGG，图像经典卷积网络结构
05lstm_classification: LSTM分类网络
06sequential: 序列模型，模型保存
07shared_lstm: 模型参数共享
08imdb_fasttext: fasttext网络结构实现二分类
09fasttext_multi_classification: fasttext的深度网络结构实现多分类
10seq2seq: 法语到英语的翻译任务，seq2seq模型
11lstm_text_generation: LSTM模型实现文本生成任务
12rnn_num_add: RNN网络学习三位数以内的加法运算
13rnn_num_multiplication: RNN网络学习三位数以内的乘法运算