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poet
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古诗词自动生成
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README.md
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poet
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# POET 这是一个基于深度学习自动生成古诗词的项目。参考《深度有趣：歌词古诗自动生成》，使用的数据集来自于[中华古诗词数据库](https://github.com/chinese-poetry/chinese-poetry)，数据集提供[下载](https://pan.baidu.com/s/1GC1ktbP1yo-oERvFR_CUYw)。 ## 重要知识点 - TensorFlow - SnowNLP - LSTM - 静态 RNN 和动态 RNN ## 重要 API - tf.nn.rnn_cell.BasicLSTMCell - tf.nn.rnn_cell.MultiRNNCell - tf.nn.dynamic_rnn - tf.contrib.seq2seq.sequence_loss ## 脚本 - train.py: 训练模型、存储模型 - gen.py: 生成古诗词 - test_sequence_loss.py: 了解 tf.contrib.seq2seq.sequence_loss 的计算方式 ## 结果 ``` 同谈南北辅潮来，苏孟宗儒拔不传。柱下抚陈形相显，严禋端可慑兰房。 书生绝咽相驱路，生死投閒定颇林。意淡自难求我好，气清如此拜南屏。[藏头诗：书生意气] ```
