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yang

bearing_LSTM.py 是把美国西储大学轴承数据下载下来,并用EMD分解技术。通过EMD把轴承分解,提取前10的imf作为特征数据,数据格式为(2500,10)。 经过cnn卷积,再通过两个GRU1网路,之后拉平,全连接。

EMD_1.py 是介绍怎么用EMD分解技术的。具体看官方代码。

CNN_Auto_ecoder 是卷机自动编码的简单实现

international-airline-passengers 是国际航班用LSTM实现预测

SLIM是tensorflow的一个高级库,可以使编写神经网络层更加简单

word2vec是用来训练词向量嵌入矩阵。

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