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char-rnn-writer's Introduction

char-rnn-writer 🐹

基于Char RNN实现的作诗Web应用,效果看起来还o**k

1 生成古诗:

君王安死处,教柯得仙容。 雾露老寒浦,风吹古角声

山色寒不高,松连气含渠。 暂行不见江,自属寒露冷。

夜皆凤义花,浮云引艳切。 红进双柳赠,风雨万声和。

上面只是理想的测试结果,大家输入一些字之后会发现很多不理想的情况(~ ̄▽ ̄)~

参考:

代码主要来自大神的:https://github.com/jinfagang/tensorflow_poems

自己主要是将char rnn实现了一遍,学习和总结了下其原理,然后将训练模型做成一个小应用

测试效果如下

2 生成名字

自己从名字大全这个网站爬取所有形式组成的名字,爬取代码在data\spider目录下

这个模型也可以用来生成名字,训练命令如下:

python train.py --batch_size 64 --result_dir 'result/name' --model_prefix 'names' --epochs 50 --file_path 'data/names.txt'

测试效果如下

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