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Natrual-Language-Processing

《深度学习进阶-自然语言处理》-【日】斋藤康毅著。个人学习整理简单笔记。本库为个人学习整理,欢迎批评指正。

《深度学习进阶:自然语言处理》

《深度学习进阶:自然语言处理》是《深度学习入门:基于Python 的理论与实现》的续作,围绕自然语言处理和时序数据处理,介绍深度学习中的重要技术,包括word2vec、RNN、LSTM、GRU、seq2seq 和Attention 等。本书语言平实,结合大量示意图和Python代码,按照“提出问题”“思考解决问题的新方法”“加以改善”的流程,基于深度学习解决自然语言处理相关的各种问题,使读者在此过程中更深入地理解深度学习中的重要技术。

目录

    第 1 章 神经网络的复习 	
    第 2 章 自然语言和单词的分布式表示 	
    第 3 章 word2vec 	
    第 4 章 word2vec的高速化 	
    第 5 章 循环神经网络 	
    第 6 章 Gated RNN 	
    第 7 章 基于 RNN 生成文本 	
    第 8 章 Attention 

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